diff --git "a/channel-metadata.jsonl" "b/channel-metadata.jsonl" --- "a/channel-metadata.jsonl" +++ "b/channel-metadata.jsonl" @@ -220,953 +220,471 @@ {"Video ID": "fGwH2YoQkDM", "Channel ID": "UCv83tO5cePwHMt1952IVVHw", "Title": "CLIP Explained | Multi-modal ML", "Time Created": "2022-09-14 23:08:40 UTC", "Time Published": "2022-09-15 13:00:22 UTC", "Duration": "2013 seconds", "Description": "Language models (LMs) can not rely on language alone. That is the idea behind the \"Experience Grounds Language\" paper, that proposes a framework to measure LMs' current and future progress. A key idea is that, beyond a certain threshold LMs need other forms of data, such as visual input.\n\nThe next step beyond well-known language models; BERT, GPT-3, and T5 is \u201dWorld Scope 3\u201d. In World Scope 3, we move from large text-only datasets to large multi-modal datasets. That is, datasets containing information from multiple forms of media, like *both* images and text.\n\nThe world, both digital and real, is multi-modal. We perceive the world as an orchestra of language, imagery, video, smell, touch, and more. This chaotic ensemble produces an inner state, our \"model\" of the outside world.\n\nAI must move in the same direction. Even specialist models that focus on language or vision must, at some point, have input from the other modalities. How can a model fully understand the concept of the word \"person\" without *seeing* a person?\n\nOpenAI's Contrastive Learning In Pretraining (CLIP) is a world scope three model. It can comprehend concepts in both text and image and even connect concepts between the two modalities. In this video we will learn about multi-modality, how CLIP works, and how to use CLIP for different use cases like encoding, classification, and object detection.\n\n\ud83c\udf32 Pinecone article:\nhttps://pinecone.io/learn/clip/\n\n\ud83e\udd16 70% Discount on the NLP With Transformers in Python course:\nhttps://bit.ly/3DFvvY5\n\n\ud83c\udf89 Subscribe for Article and Video Updates!\nhttps://jamescalam.medium.com/subscribe\nhttps://medium.com/@jamescalam/membership\n\n\ud83d\udc7e Discord:\nhttps://discord.gg/c5QtDB9RAP", "Category": "Science & Technology", "Like Count": 50, "Dislike Count": 1} {"Video ID": "ODdKC30dT8c", "Channel ID": "UCv83tO5cePwHMt1952IVVHw", "Title": "Hugging Face Datasets #2 - Dataset Builder Scripts", "Time Created": "2022-09-23 14:06:51 UTC", "Time Published": "2022-09-23 14:45:22 UTC", "Duration": "1404 seconds", "Description": "How to work with dataset builder scripts, intro to the download manager, and Apache Arrow datatypes used in Hugging Face Datasets.\n\n\ud83e\udd16 70% Discount on the NLP With Transformers in Python course:\nhttps://bit.ly/3DFvvY5\n\n\ud83c\udf89 Subscribe for Article and Video Updates!\nhttps://jamescalam.medium.com/subscribe\nhttps://medium.com/@jamescalam/membership\n\n\ud83d\udc7e Discord:\nhttps://discord.gg/c5QtDB9RAP\n\n00:00 Intro\n00:49 Creating Compressed Files\n02:41 Creating Dataset Build Script\n04:49 Download Manager\n08:59 Finishing Split Generator\n10:13 Generate Examples Method\n14:47 Add Dataset to Hugging Face\n17:49 Apache Arrow Features\n22:52 What's Next?", "Category": "Science & Technology", "Like Count": 13, "Dislike Count": 0} {"Video ID": "98POYg2HZqQ", "Channel ID": "UCv83tO5cePwHMt1952IVVHw", "Title": "Zero-Shot Image Classification with OpenAI's CLIP", "Time Created": "2022-10-04 05:29:02 UTC", "Time Published": "2022-10-05 14:00:03 UTC", "Duration": "1303 seconds", "Description": "State-of-the-art (SotA) computer vision (CV) models are characterized by a *restricted* understanding of the visual world specific to their training data [1].\n\nThese models can perform *very well* on specific tasks and datasets, but they do not generalize well. They cannot handle new classes or images beyond the domain they have been trained with.\n\nIdeally, a CV model should learn the contents of images without excessive focus on the specific labels it is initially trained to understand.\n\nFortunately, OpenAI's CLIP has proved itself as an incredibly flexible CV classification model that often requires *zero* retraining. In this chapter, we will explore CLIP in zero-shot image classification.\n\n\ud83c\udf32 Pinecone article:\nhttps://pinecone.io/learn/clip-classification/\n\n\ud83e\udd16 70% Discount on the NLP With Transformers in Python course:\nhttps://bit.ly/3DFvvY5\n\n\ud83c\udf89 Subscribe for Article and Video Updates!\nhttps://jamescalam.medium.com/subscribe\nhttps://medium.com/@jamescalam/membership\n\n\ud83d\udc7e Discord:\nhttps://discord.gg/c5QtDB9RAP", "Category": "Science & Technology", "Like Count": 10, "Dislike Count": 0} -{"Video ID": "efPrtcLdcdM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "This is the worst AI ever", "Time Created": "", "Time Published": "2022-06-03T15:25:58Z", "Duration": "", "Description": "gpt4chan #4chan #ai GPT-4chan was trained on over 3 years of posts from 4chan's \"politically incorrect\" (/pol/) board. (and no ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "TrdevFK_am4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale (Paper Explained)", "Time Created": "", "Time Published": "2020-10-04T11:22:34Z", "Duration": "", "Description": "ai #research #transformers Transformers are Ruining Convolutions. This paper, under review at ICLR, shows that given enough ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "6MUpWGeGMxs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "NeuralHash is BROKEN - How to evade Apple's detection & craft hash collisions (w/ Open Source Code)", "Time Created": "", "Time Published": "2021-08-19T14:03:52Z", "Duration": "", "Description": "apple #icloud #neuralhash Send your Apple fanboy friends to prison with this one simple trick ;) We break Apple's NeuralHash ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "rl4nUngiR2k", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "BLEURT: Learning Robust Metrics for Text Generation (Paper Explained)", "Time Created": "", "Time Published": "2020-06-07T14:11:39Z", "Duration": "", "Description": "Proper evaluation of text generation models, such as machine translation systems, requires expensive and slow human ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "n622girLRNM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Microsoft combines Images & Text | Meta makes artificial skin | Russians replicate DALL-E", "Time Created": "", "Time Published": "2021-11-12T09:29:59Z", "Duration": "", "Description": "mlnews #turing #reskin The latest and greatest from the Machine Learning world OUTLINE: 0:00 - Intro 0:15 - Sponsor: Weights ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "W3mrgqtm5R4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] BLOOM: 176B Open-Source | Chinese Brain-Scale Computer | Meta AI: No Language Left Behind", "Time Created": "", "Time Published": "2022-07-27T20:22:22Z", "Duration": "", "Description": "mlnews #bloom #ai Today we look at all the recent giant language models in the AI world! OUTLINE: 0:00 - Intro 0:55 - BLOOM: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "iDulhoQ2pro", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Attention Is All You Need", "Time Created": "", "Time Published": "2017-11-28T08:04:38Z", "Duration": "", "Description": "https://arxiv.org/abs/1706.03762 Abstract: The dominant sequence transduction models are based on complex recurrent or ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "TrLrBL1U8z0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] GitHub Copilot - Copyright, GPL, Patents & more | Brickit LEGO app | Distill goes on break", "Time Created": "", "Time Published": "2021-07-08T12:14:37Z", "Duration": "", "Description": "copilot #copyright #gpl GitHub and OpenAI release Copilot, an AI-powered code autocomplete system that can generate entire ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "P_xeshTnPZg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Perceiver: General Perception with Iterative Attention (Google DeepMind Research Paper Explained)", "Time Created": "", "Time Published": "2021-03-22T17:26:39Z", "Duration": "", "Description": "perceiver #deepmind #transformer Inspired by the fact that biological creatures attend to multiple modalities at the same time, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "19Q-vMd9bYg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Inconsistency in Conference Peer Review: Revisiting the 2014 NeurIPS Experiment (Paper Explained)", "Time Created": "", "Time Published": "2021-09-27T13:22:14Z", "Duration": "", "Description": "neurips #peerreview #nips The peer-review system at Machine Learning conferences has come under much criticism over the last ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "rHQPBqMULXo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Machine Learning PhD Survival Guide 2021 | Advice on Topic Selection, Papers, Conferences & more!", "Time Created": "", "Time Published": "2021-03-30T14:09:13Z", "Duration": "", "Description": "machinelearning #phd #howto This video is advice for new PhD students in the field of Machine Learning in 2021 and after.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "GWt6Fu05voI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Classic] Deep Residual Learning for Image Recognition (Paper Explained)", "Time Created": "", "Time Published": "2020-07-14T13:00:04Z", "Duration": "", "Description": "ai #research #resnet ResNets are one of the cornerstones of modern Computer Vision. Before their invention, people were not ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "pH2jZun8MoY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Involution: Inverting the Inherence of Convolution for Visual Recognition (Research Paper Explained)", "Time Created": "", "Time Published": "2021-05-08T10:17:15Z", "Duration": "", "Description": "involution #computervision #attention Convolutional Neural Networks (CNNs) have dominated computer vision for almost a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "mIZLGBD99iU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Did Google's LaMDA chatbot just become sentient?", "Time Created": "", "Time Published": "2022-06-15T22:16:05Z", "Duration": "", "Description": "lamda #google #ai Google engineer Blake Lemoine was put on leave after releasing proprietary information: An interview with the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "RJwPN4qNi_Y", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Google's 540B PaLM Language Model & OpenAI's DALL-E 2 Text-to-Image Revolution", "Time Created": "", "Time Published": "2022-04-10T09:08:24Z", "Duration": "", "Description": "mlnews #palm #dalle2 Google releases PaLM and OpenAI releases DALL-E 2 (and more news). Sponsor: Weights & BIases Start ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "YQ2QtKcK2dA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The Man behind Stable Diffusion", "Time Created": "", "Time Published": "2022-08-13T10:52:40Z", "Duration": "", "Description": "stablediffusion #ai #stabilityai An interview with Emad Mostaque, founder of Stability AI. OUTLINE: 0:00 - Intro 1:30 - What is ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "CRlN-cYFxTk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis (ML Research Paper Explained)", "Time Created": "", "Time Published": "2021-04-19T15:21:29Z", "Duration": "", "Description": "nerf #neuralrendering #deeplearning View Synthesis is a tricky problem, especially when only given a sparse set of images as an ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "_Z9ZP1eiKsI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Curiosity-driven Exploration by Self-supervised Prediction", "Time Created": "", "Time Published": "2018-03-18T12:07:52Z", "Duration": "", "Description": "https://arxiv.org/abs/1705.05363 Authors: Deepak Pathak, Pulkit Agrawal, Alexei A. Efros, Trevor Darrell Abstract: In many ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "a-VQfQqIMrE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "mixup: Beyond Empirical Risk Minimization (Paper Explained)", "Time Created": "", "Time Published": "2020-05-27T14:13:12Z", "Duration": "", "Description": "Neural Networks often draw hard boundaries in high-dimensional space, which makes them very brittle. Mixup is a technique that ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "af6WPqvzjjk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Text-to-Image models are taking over! (Imagen, DALL-E 2, Midjourney, CogView 2 & more)", "Time Created": "", "Time Published": "2022-08-07T12:54:12Z", "Duration": "", "Description": "mlnews #dalle #imagen All things text-to-image models like DALL-E and Imagen! OUTLINE: 0:00 - Intro 0:30 - Imagen: Google's ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "vLTmnaMpQCs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Learning to summarize from human feedback (Paper Explained)", "Time Created": "", "Time Published": "2020-09-07T11:56:46Z", "Duration": "", "Description": "summarization #gpt3 #openai Text Summarization is a hard task, both in training and evaluation. Training is usually done ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "We20YSAJZSE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "MuZero: Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model", "Time Created": "", "Time Published": "2019-11-21T12:23:05Z", "Duration": "", "Description": "MuZero harnesses the power of AlphaZero, but without relying on an accurate environment model. This opens up planning-based ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "6dvcYx9hcbE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Spurious normativity enhances learning of compliance and enforcement behavior in artificial agents", "Time Created": "", "Time Published": "2022-03-08T16:24:37Z", "Duration": "", "Description": "deepmind #rl #society This is an in-depth paper review, followed by an interview with the papers' authors! Society is ruled by ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "PuOASKpiThY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I'm taking a break", "Time Created": "", "Time Published": "2021-07-11T12:51:06Z", "Duration": "", "Description": "I'll be back, don't worry :) Links: TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick YouTube: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "OioFONrSETc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift", "Time Created": "", "Time Published": "2019-02-02T15:16:38Z", "Duration": "", "Description": "https://arxiv.org/abs/1502.03167 Abstract: Training Deep Neural Networks is complicated by the fact that the distribution of each ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "M2-BE5JotjA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "PAIR AI Explorables | Is the problem in the data? Examples on Fairness, Diversity, and Bias.", "Time Created": "", "Time Published": "2021-04-07T12:38:57Z", "Duration": "", "Description": "In the recurring debate about bias in Machine Learning models, there is a growing argument saying that \"the problem is not in the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "7K4Z8RqjWIk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "MLP-Mixer: An all-MLP Architecture for Vision (Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2021-05-06T11:53:49Z", "Duration": "", "Description": "mixer #google #imagenet Convolutional Neural Networks have dominated computer vision for nearly 10 years, and that might ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dND-7llwrpw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Grokking: Generalization beyond Overfitting on small algorithmic datasets (Paper Explained)", "Time Created": "", "Time Published": "2021-10-06T20:12:52Z", "Duration": "", "Description": "grokking #openai #deeplearning Grokking is a phenomenon when a neural network suddenly learns a pattern in the dataset and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "T35ba_VXkMY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "DETR: End-to-End Object Detection with Transformers (Paper Explained)", "Time Created": "", "Time Published": "2020-05-28T15:09:01Z", "Duration": "", "Description": "Object detection in images is a notoriously hard task! Objects can be of a wide variety of classes, can be numerous or absent, they ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "_8KNb5iqblE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Longformer: The Long-Document Transformer", "Time Created": "", "Time Published": "2020-04-20T14:07:56Z", "Duration": "", "Description": "The Longformer extends the Transformer by introducing sliding window attention and sparse global attention. This allows for the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "T9XSU0pKX2E", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "OpenAI CLIP: ConnectingText and Images (Paper Explained)", "Time Created": "", "Time Published": "2021-01-12T14:52:03Z", "Duration": "", "Description": "ai #openai #technology Paper Title: Learning Transferable Visual Models From Natural Language Supervision CLIP trains on 400 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "h3ij3F3cPIk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "DINO: Emerging Properties in Self-Supervised Vision Transformers (Facebook AI Research Explained)", "Time Created": "", "Time Published": "2021-05-01T19:53:03Z", "Duration": "", "Description": "dino #facebook #selfsupervised Self-Supervised Learning is the final frontier in Representation Learning: Getting useful features ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dmH1ZpcROMk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Reward Is Enough (Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2021-05-31T13:27:21Z", "Duration": "", "Description": "reinforcementlearning #deepmind #agi What's the most promising path to creating Artificial General Intelligence (AGI)? This paper ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "rFwQDDbYTm4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Classic] Playing Atari with Deep Reinforcement Learning (Paper Explained)", "Time Created": "", "Time Published": "2020-07-26T13:00:23Z", "Duration": "", "Description": "ai #dqn #deepmind After the initial success of deep neural networks, especially convolutional neural networks on supervised ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "aX8phGhG8VQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Does GPT-3 lie? - Misinformation and fear-mongering around the TruthfulQA dataset", "Time Created": "", "Time Published": "2021-09-21T13:43:28Z", "Duration": "", "Description": "gpt-3 #truth #conspiracy A new benchmark paper has created quite an uproar in the community. TruthfulQA is a dataset of 817 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Elxn8rS88bI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Pretrained Transformers as Universal Computation Engines (Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2021-03-16T18:15:38Z", "Duration": "", "Description": "universalcomputation #pretrainedtransformers #finetuning Large-scale pre-training and subsequent fine-tuning is a common ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "jltgNGt8Lpg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Neural Ordinary Differential Equations", "Time Created": "", "Time Published": "2019-02-19T05:12:20Z", "Duration": "", "Description": "https://arxiv.org/abs/1806.07366 Abstract: We introduce a new family of deep neural network models. Instead of specifying a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "eYgPJ_7BkEw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence", "Time Created": "", "Time Published": "2020-04-15T18:01:56Z", "Duration": "", "Description": "FixMatch is a simple, yet surprisingly effective approach to semi-supervised learning. It combines two previous methods in a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "DEh1GR0t29k", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Peer Review is still BROKEN! The NeurIPS 2021 Review Experiment (results are in)", "Time Created": "", "Time Published": "2021-11-25T18:26:52Z", "Duration": "", "Description": "neurips #peerreview #machinelearning A look at the results of the 2021 NeurIPS peer review experiment.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hsOMCwvFv80", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I'm out of Academia", "Time Created": "", "Time Published": "2021-05-04T13:25:48Z", "Duration": "", "Description": "machinelearning #ai #phd Done with my PhD in Machine Learning at ETH Zurich. On to new lands! Links: TabNine Code ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "VgqHitvEbR0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Rant] REVIEWER #2: How Peer Review is FAILING in Machine Learning", "Time Created": "", "Time Published": "2020-08-18T11:16:07Z", "Duration": "", "Description": "ai #research #peerreview Machine Learning research is in dire straits as more people flood into the field and competent reviewers ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "kOy49NqZeqI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures", "Time Created": "", "Time Published": "2019-11-01T13:08:17Z", "Duration": "", "Description": "Policy Gradient RL on a massively distributed scale with theoretical guarantees! Abstract: In this work we aim to solve a large ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "xbxe-x6wvRw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Stable Diffusion Takes Over! (Open Source AI Art)", "Time Created": "", "Time Published": "2022-09-19T00:06:24Z", "Duration": "", "Description": "stablediffusion #aiart #mlnews Stable Diffusion has been released and is riding a wave of creativity and collaboration. But not ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "0PAiQ1jTN5k", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "How to make your CPU as fast as a GPU - Advances in Sparsity w/ Nir Shavit", "Time Created": "", "Time Published": "2022-09-17T12:19:00Z", "Duration": "", "Description": "ai #sparsity #gpu Sparsity is awesome, but only recently has it become possible to properly handle sparse models at good ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "rNkHjZtH0RQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "NFNets: High-Performance Large-Scale Image Recognition Without Normalization (ML Paper Explained)", "Time Created": "", "Time Published": "2021-02-14T16:51:10Z", "Duration": "", "Description": "nfnets #deepmind #machinelearning Batch Normalization is a core component of modern deep learning. It enables training at ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dWGjoInRaAs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] DeepMind fails to get independence from Google", "Time Created": "", "Time Published": "2021-05-26T20:24:08Z", "Duration": "", "Description": "deepmind #google #mlnews DeepMind has reportedly failed to negotiate for greater independence from Google/Alphabet.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "iAR8LkkMMIM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity", "Time Created": "", "Time Published": "2021-01-22T19:38:10Z", "Duration": "", "Description": "ai #technology #switchtransformer Scale is the next frontier for AI. Google Brain uses sparsity and hard routing to massively ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "_9aN1-0T8hg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] AI models that write code (Copilot, CodeWhisperer, Pangu-Coder, etc.)", "Time Created": "", "Time Published": "2022-08-10T20:55:14Z", "Duration": "", "Description": "mlnews #ai #copilot OUTLINE: 0:00 - Intro 0:20 - Copilot Now Generally Available 3:20 - FOSS Org leaves GitHub 6:45 - Google's ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "pwSnC8jlh50", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Meta's OPT 175B language model | DALL-E Mega is training | TorToiSe TTS fakes my voice", "Time Created": "", "Time Published": "2022-05-10T12:54:25Z", "Duration": "", "Description": "mlnews #dalle #gpt3 An inside look of what's happening in the ML world! Sponsor: Weights & Biases https://wandb.me/yannic ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-9evrZnBorM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding", "Time Created": "", "Time Published": "2019-01-30T08:51:15Z", "Duration": "", "Description": "https://arxiv.org/abs/1810.04805 Abstract: We introduce a new language representation model called BERT, which stands for ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "vfBAUYpMCTU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Unsupervised Brain Models - How does Deep Learning inform Neuroscience? (w/ Patrick Mineault)", "Time Created": "", "Time Published": "2022-02-06T12:10:28Z", "Duration": "", "Description": "deeplearning #brain #neuroscience Originally, Deep Learning sprang into existence inspired by how the brain processes ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "a6v92P0EbJc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Neural Architecture Search without Training (Paper Explained)", "Time Created": "", "Time Published": "2020-07-21T13:00:01Z", "Duration": "", "Description": "ai #research #machinelearning Neural Architecture Search is typically very slow and resource-intensive. A meta-controller has to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "xnChXNUNS2A", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] This AI completes Wikipedia! Meta AI Sphere | Google Minerva | GPT-3 writes a paper", "Time Created": "", "Time Published": "2022-07-31T13:33:13Z", "Duration": "", "Description": "mlnews #ai #minerva This episode is all about models that reason. OUTLINE: 0:00 - Intro 0:35 - Meta AI learns Wikipedia citations ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "JJR3pBl78zw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "FNet: Mixing Tokens with Fourier Transforms (Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2021-05-21T19:21:42Z", "Duration": "", "Description": "fnet #attention #fourier Do we even need Attention? FNets completely drop the Attention mechanism in favor of a simple Fourier ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "fvctpYph8Pc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Do ImageNet Classifiers Generalize to ImageNet? (Paper Explained)", "Time Created": "", "Time Published": "2020-04-27T12:42:47Z", "Duration": "", "Description": "Has the world overfitted to ImageNet? What if we collect another dataset in exactly the same fashion? This paper gives a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "awyuuJoHawo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Dream to Control: Learning Behaviors by Latent Imagination", "Time Created": "", "Time Published": "2020-04-03T12:46:59Z", "Duration": "", "Description": "Dreamer is a new RL agent by DeepMind that learns a continuous control task through forward-imagination in latent space.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "qtu0aSTDE2I", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning", "Time Created": "", "Time Published": "2021-04-11T14:00:49Z", "Duration": "", "Description": "dreamcoder #programsynthesis #symbolicreasoning Classic Machine Learning struggles with few-shot generalization for tasks ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "oz5yZc9ULAc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos (Paper Explained)", "Time Created": "", "Time Published": "2022-06-26T21:58:34Z", "Duration": "", "Description": "openai #vpt #minecraft Minecraft is one of the harder challenges any RL agent could face. Episodes are long, and the world is ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "WknN4E-y44E", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Research Conference ICML drops their acceptance rate | Area Chairs instructed to be more picky", "Time Created": "", "Time Published": "2021-05-11T17:47:17Z", "Duration": "", "Description": "icml #machinelearning #conference In a controversial move, ICML Area Chairs were instructed to raise the bar on acceptance to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "yexR53My2O4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Classic] Word2Vec: Distributed Representations of Words and Phrases and their Compositionality", "Time Created": "", "Time Published": "2020-07-16T13:00:30Z", "Duration": "", "Description": "ai #research #word2vec Word vectors have been one of the most influential techniques in modern NLP to date. This paper ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "W-O7AZNzbzQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "DDPM - Diffusion Models Beat GANs on Image Synthesis (Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2021-05-15T12:59:43Z", "Duration": "", "Description": "ddpm #diffusionmodels #openai GANs have dominated the image generation space for the majority of the last decade. This paper ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "wTzvKB6D_34", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "How far can we scale up? Deep Learning's Diminishing Returns (Article Review)", "Time Created": "", "Time Published": "2021-10-02T14:24:54Z", "Duration": "", "Description": "deeplearning #co2 #cost Deep Learning has achieved impressive results in the last years, not least due to the massive increases ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "5skIqoO3ku0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "OpenAI Embeddings (and Controversy?!)", "Time Created": "", "Time Published": "2022-02-07T20:10:42Z", "Duration": "", "Description": "mlnews #openai #embeddings COMMENTS DIRECTLY FROM THE AUTHOR (thanks a lot for reaching out Arvind :) ): 1.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "x6T1zMSE4Ts", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "NVAE: A Deep Hierarchical Variational Autoencoder (Paper Explained)", "Time Created": "", "Time Published": "2020-07-09T16:52:06Z", "Duration": "", "Description": "VAEs have been traditionally hard to train at high resolutions and unstable when going deep with many layers. In addition, VAE ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "eyxmSmjmNS0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Classic] Generative Adversarial Networks (Paper Explained)", "Time Created": "", "Time Published": "2020-07-19T13:00:18Z", "Duration": "", "Description": "ai #deeplearning #gan GANs are of the main models in modern deep learning. This is the paper that started it all! While the task of ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "o75ybZ-6Uu8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Dreamer v2: Mastering Atari with Discrete World Models (Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2021-02-19T16:11:18Z", "Duration": "", "Description": "dreamer #deeprl #reinforcementlearning Model-Based Reinforcement Learning has been lagging behind Model-Free RL on Atari ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "AJwnbSP_rq8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "GPT-NeoX-20B - Open-Source huge language model by EleutherAI (Interview w/ co-founder Connor Leahy)", "Time Created": "", "Time Published": "2022-02-04T16:49:40Z", "Duration": "", "Description": "eleuther #gptneo #gptj EleutherAI announces GPT-NeoX-20B, a 20 billion parameter open-source language model, inspired by ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "CA8JPbJ75tY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "CornerNet: Detecting Objects as Paired Keypoints (Paper Explained)", "Time Created": "", "Time Published": "2020-06-05T13:31:46Z", "Duration": "", "Description": "Many object detectors focus on locating the center of the object they want to find. However, this leaves them with the secondary ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "MIEA8azwu1k", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "DEEP LEARNING MEME REVIEW - Episode 1", "Time Created": "", "Time Published": "2019-09-05T14:30:00Z", "Duration": "", "Description": "The wait is finally over! Antonio and I discuss the best, funniest and dankest memes of the machine learning world. Join us for a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "smUHQndcmOY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] DeepMind's Flamingo Image-Text model | Locked-Image Tuning | Jurassic X & MRKL", "Time Created": "", "Time Published": "2022-05-13T15:47:15Z", "Duration": "", "Description": "flamingo #mlnews #tech Your updates directly from the state of the art in Machine Learning! OUTLINE: 0:00 - Intro 0:30 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "wTIPGoHLw_8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I talk to the new Facebook Blender Chatbot", "Time Created": "", "Time Published": "2020-05-03T15:02:03Z", "Duration": "", "Description": "This is what a 9 Billion parameter transformer can do. I take a look at FAIR's new paper \"Recipes for building an open-domain ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "l_3zj6HeWUE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Group Normalization (Paper Explained)", "Time Created": "", "Time Published": "2020-05-12T14:05:56Z", "Duration": "", "Description": "The dirty little secret of Batch Normalization is its intrinsic dependence on the training batch size. Group Normalization attempts to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "tunf2OunOKg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Stanford HAI coins Foundation Models & High-profile case of plagiarism uncovered", "Time Created": "", "Time Published": "2021-08-27T13:07:36Z", "Duration": "", "Description": "plagiarism #foundationmodels #tesla The best place to keep up to date with the latest and greatest from the ML world! OUTLINE: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "YPfUiOMYOEE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "BYOL: Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning (Paper Explained)", "Time Created": "", "Time Published": "2020-06-17T13:48:43Z", "Duration": "", "Description": "Self-supervised representation learning relies on negative samples to keep the encoder from collapsing to trivial solutions.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "16BsJI5I-Yw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Author Interview - ACCEL: Evolving Curricula with Regret-Based Environment Design", "Time Created": "", "Time Published": "2022-04-26T20:23:52Z", "Duration": "", "Description": "ai #accel #evolution This is an interview with the authors Jack Parker-Holder and Minqi Jiang. Original Paper Review Video: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "EbFosdOi5SY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Go-Explore: a New Approach for Hard-Exploration Problems", "Time Created": "", "Time Published": "2020-01-10T12:36:40Z", "Duration": "", "Description": "This algorithm solves the hardest games in the Atari suite and makes it look so easy! This modern version of Dijkstra's shortest ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "3N3Bl5AA5QU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "This is a game changer! (AlphaTensor by DeepMind explained)", "Time Created": "", "Time Published": "2022-10-07T22:45:51Z", "Duration": "", "Description": "alphatensor #deepmind #ai Matrix multiplication is the most used mathematical operation in all of science and engineering.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "FNDVy_BR8aA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Can Wikipedia Help Offline Reinforcement Learning? (Author Interview)", "Time Created": "", "Time Published": "2022-02-28T15:24:13Z", "Duration": "", "Description": "wikipedia #reinforcementlearning #languagemodels Original paper review here: https://youtu.be/XHGh19Hbx48 Machel Reid and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "2lkUNDZld-4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Big Self-Supervised Models are Strong Semi-Supervised Learners (Paper Explained)", "Time Created": "", "Time Published": "2020-06-20T14:03:33Z", "Duration": "", "Description": "This paper proposes SimCLRv2 and shows that semi-supervised learning benefits a lot from self-supervised pre-training.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "q6Kyvy1zLwQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "BERTology Meets Biology: Interpreting Attention in Protein Language Models (Paper Explained)", "Time Created": "", "Time Published": "2020-07-02T13:27:53Z", "Duration": "", "Description": "Proteins are the workhorses of almost all cellular functions and a core component of life. But despite their versatility, all proteins ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "3_qGrmD6iQY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "On the Measure of Intelligence by Fran\u00e7ois Chollet - Part 1: Foundations (Paper Explained)", "Time Created": "", "Time Published": "2020-06-02T12:43:55Z", "Duration": "", "Description": "How does one measure the Intelligence of an AI? Is AlphaGo intelligent? How about GPT-3? In this landmark paper, Chollet ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "oxsdp--ULRo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Anthropic raises $124M, ML execs clueless, collusion rings, ELIZA source discovered & more", "Time Created": "", "Time Published": "2021-06-02T10:09:51Z", "Duration": "", "Description": "mlnews #anthropic #eliza Anthropic raises $124M for steerable AI, peer review is threatened by collusion rings, and the original ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "q7PjrmGNx5A", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Self-training with Noisy Student improves ImageNet classification (Paper Explained)", "Time Created": "", "Time Published": "2020-07-29T14:29:26Z", "Duration": "", "Description": "The abundance of data on the internet is vast. Especially unlabeled images are plentiful and can be collected with ease.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Pm93D8CVlY8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "This A.I. creates infinite NFTs", "Time Created": "", "Time Published": "2022-05-05T19:17:09Z", "Duration": "", "Description": "nft #gan #ai Today we build our own AI that can create as many bored apes as we want! Fungibility for everyone! Try the model ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Q5g3p9Zwjrk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "SIREN: Implicit Neural Representations with Periodic Activation Functions (Paper Explained)", "Time Created": "", "Time Published": "2020-06-21T13:09:30Z", "Duration": "", "Description": "Implicit neural representations are created when a neural network is used to represent a signal as a function. SIRENs are a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "1L83tM8nwHU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Manifold Mixup: Better Representations by Interpolating Hidden States", "Time Created": "", "Time Published": "2019-08-09T11:04:40Z", "Duration": "", "Description": "Standard neural networks suffer from problems such as un-smooth classification boundaries and overconfidence. Manifold Mixup ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "PDRtyrVskMU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Chip Placement with Deep Reinforcement Learning (Paper Explained)", "Time Created": "", "Time Published": "2020-05-04T13:29:02Z", "Duration": "", "Description": "The AI Singularity is here! Computers designing new computers! It takes human experts multiple weeks to design new computer ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "3qxJ2WD8p4w", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "LambdaNetworks: Modeling long-range Interactions without Attention (Paper Explained)", "Time Created": "", "Time Published": "2020-10-17T13:31:53Z", "Duration": "", "Description": "ai #research #attention Transformers, having already captured NLP, have recently started to take over the field of Computer Vision ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hDQNCWR3HLQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Drama] Schmidhuber: Critique of Honda Prize for Dr. Hinton", "Time Created": "", "Time Published": "2020-04-26T15:41:03Z", "Duration": "", "Description": "Schmidhuber writes up a critique of Hinton receiving the Honda Price... AND HINTON REPLIES! Schmidhuber's Blog Entry: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "HYEzHX6-fIA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Dynamics-Aware Unsupervised Discovery of Skills (Paper Explained)", "Time Created": "", "Time Published": "2020-06-01T15:47:00Z", "Duration": "", "Description": "This RL framework can discover low-level skills all by itself without any reward. Even better, at test time it can compose its learned ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "i4H0kjxrias", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Reformer: The Efficient Transformer", "Time Created": "", "Time Published": "2020-01-22T10:01:26Z", "Duration": "", "Description": "The Transformer for the masses! Reformer solves the biggest problem with the famous Transformer model: Its huge resource ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Ag1bw8MfHGQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Yann LeCun - Self-Supervised Learning: The Dark Matter of Intelligence (FAIR Blog Post Explained)", "Time Created": "", "Time Published": "2021-03-11T17:13:56Z", "Duration": "", "Description": "selfsupervisedlearning #yannlecun #facebookai Deep Learning systems can achieve remarkable, even super-human ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ZVVnvZdUMUk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks", "Time Created": "", "Time Published": "2020-04-13T14:51:36Z", "Duration": "", "Description": "Stunning evidence for the hypothesis that neural networks work so well because their random initialization almost certainly ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-MCYbmU9kfg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "RoBERTa: A Robustly Optimized BERT Pretraining Approach", "Time Created": "", "Time Published": "2019-09-03T15:05:28Z", "Duration": "", "Description": "This paper shows that the original BERT model, if trained correctly, can outperform all of the improvements that have been ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "m-zrcmRd7E4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Nystr\u00f6mformer: A Nystr\u00f6m-Based Algorithm for Approximating Self-Attention (AI Paper Explained)", "Time Created": "", "Time Published": "2021-02-11T10:54:06Z", "Duration": "", "Description": "transformer #nystromer #nystromformer The Nystr\u00f6mformer (or Nystromformer, Nystr\u00f6mer, Nystromer), is a new drop-in ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "9Kec_7WFyp0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Growing Neural Cellular Automata", "Time Created": "", "Time Published": "2020-02-12T08:36:06Z", "Duration": "", "Description": "The Game of Life on steroids! This model learns to grow complex patterns in an entirely local way. Each cell is trained to listen to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "jSdHmImyUjk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "JEPA - A Path Towards Autonomous Machine Intelligence (Paper Explained)", "Time Created": "", "Time Published": "2022-07-06T22:57:03Z", "Duration": "", "Description": "jepa #ai #machinelearning Yann LeCun's position paper on a path towards machine intelligence combines Self-Supervised ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "H5vpBCLo74U", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "XLNet: Generalized Autoregressive Pretraining for Language Understanding", "Time Created": "", "Time Published": "2019-07-03T10:51:44Z", "Duration": "", "Description": "Abstract: With the capability of modeling bidirectional contexts, denoising autoencoding based pretraining like BERT achieves ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "BK3rv0MQMwY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[News] The Siraj Raval Controversy", "Time Created": "", "Time Published": "2019-10-14T12:48:29Z", "Duration": "", "Description": "Popular ML YouTuber Siraj Raval is in the middle of not just one, but two controversies: First, a lot of students of his 200$ ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "gwI6g1pBD84", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models", "Time Created": "", "Time Published": "2021-12-28T22:31:56Z", "Duration": "", "Description": "glide #openai #diffusion Diffusion models learn to iteratively reverse a noising process that is applied repeatedly during training.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "gwI6g1pBD84", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models", "Time Created": "", "Time Published": "2021-12-28T22:31:56Z", "Duration": "", "Description": "glide #openai #diffusion Diffusion models learn to iteratively reverse a noising process that is applied repeatedly during training.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dPsXxLyqpfs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "World Models", "Time Created": "", "Time Published": "2018-04-07T13:36:31Z", "Duration": "", "Description": "Authors: David Ha, J\u00fcrgen Schmidhuber Abstract: We explore building generative neural network models of popular ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "n1SXlK5rhR8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Drama] Yann LeCun against Twitter on Dataset Bias", "Time Created": "", "Time Published": "2020-06-22T13:20:42Z", "Duration": "", "Description": "Yann LeCun points out an instance of dataset bias and proposes a sensible solution. People are not happy about it. Original ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "G2sr1g6rLdE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Radioactive data: tracing through training (Paper Explained)", "Time Created": "", "Time Published": "2020-08-26T12:31:39Z", "Duration": "", "Description": "ai #research #privacy Data is the modern gold. Neural classifiers can improve their performance by training on more data, but ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Cs_j-oNwGgg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Concept Learning with Energy-Based Models (Paper Explained)", "Time Created": "", "Time Published": "2020-05-11T13:59:56Z", "Duration": "", "Description": "This is a hard paper! Energy-functions are typically a mere afterthought in current machine learning. A core function of the Energy ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "utuz7wBGjKM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[News] OpenAI Model Generates Python Code", "Time Created": "", "Time Published": "2020-05-21T16:34:09Z", "Duration": "", "Description": "This code completion engine can write an entire function from just the name! OpenAI demonstrates what happens when you learn ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "SY5PvZrJhLE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "GPT-3: Language Models are Few-Shot Learners (Paper Explained)", "Time Created": "", "Time Published": "2020-05-29T15:13:36Z", "Duration": "", "Description": "gpt3 #openai #gpt-3 How far can you go with ONLY language modeling? Can a large enough language model perform NLP task ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "rvr143crpuU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Accelerating Deep Learning by Focusing on the Biggest Losers", "Time Created": "", "Time Published": "2019-10-07T12:35:36Z", "Duration": "", "Description": "What if you could reduce the time your network trains by only training on the hard examples? This paper proposes to select ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "2v0xU2N1cdI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "IT ARRIVED! YouTube sent me a package. (also: Limited Time Merch Deal)", "Time Created": "", "Time Published": "2022-01-27T15:01:04Z", "Duration": "", "Description": "LIMITED TIME MERCH DEAL: http://store.ykilcher.com Links: TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "sEG8hD64c_Q", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "TUNIT: Rethinking the Truly Unsupervised Image-to-Image Translation (Paper Explained)", "Time Created": "", "Time Published": "2020-06-16T14:16:24Z", "Duration": "", "Description": "Image-to-Image translation usually requires corresponding samples or at least domain labels of the dataset. This paper removes ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "8Oy7o3Yu-Xo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Efficient and Modular Implicit Differentiation (Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2021-06-11T21:14:12Z", "Duration": "", "Description": "implicitfunction #jax #autodiff Many problems in Machine Learning involve loops of inner and outer optimization. Finding update ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "WVPE62Gk3EM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Big Bird: Transformers for Longer Sequences (Paper Explained)", "Time Created": "", "Time Published": "2020-08-02T07:49:12Z", "Duration": "", "Description": "ai #nlp #attention The quadratic resource requirements of the attention mechanism are the main roadblock in scaling up ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Ru23eWAQ6_E", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Do As I Can, Not As I Say: Grounding Language in Robotic Affordances (SayCan - Paper Explained)", "Time Created": "", "Time Published": "2022-04-30T16:26:42Z", "Duration": "", "Description": "saycan #robots #ai Large Language Models are excellent at generating plausible plans in response to real-world problems, but ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "VQoyypYTz2U", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "All about AI Accelerators: GPU, TPU, Dataflow, Near-Memory, Optical, Neuromorphic & more (w/ Author)", "Time Created": "", "Time Published": "2022-02-20T16:48:36Z", "Duration": "", "Description": "ai #gpu #tpu This video is an interview with Adi Fuchs, author of a series called \"AI Accelerators\", and an expert in modern AI ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ZfDZRX3WiJg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "VirTex: Learning Visual Representations from Textual Annotations (Paper Explained)", "Time Created": "", "Time Published": "2020-06-12T17:28:15Z", "Duration": "", "Description": "Pre-training a CNN backbone for visual transfer learning has recently seen a big push into the direction of incorporating more data ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "DdkenV-ZdJU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The Weird and Wonderful World of AI Art (w/ Author Jack Morris)", "Time Created": "", "Time Published": "2022-04-04T13:13:08Z", "Duration": "", "Description": "aiart #deeplearning #clip Since the release of CLIP, the world of AI art has seen an unprecedented level of acceleration in what's ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "qgUegkefocg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Fastformer: Additive Attention Can Be All You Need (Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2021-08-26T13:32:01Z", "Duration": "", "Description": "attention #transformer #fastformer Transformers have become the dominant model class in the last few years for large data, but ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "waK7AD-AEyc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "NeurIPS 19 Poster Session", "Time Created": "", "Time Published": "2019-12-11T19:56:52Z", "Duration": "", "Description": "I'm at the poster session and the amount of people here is just crazy.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "yPjuAo53uNI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Rant] The Male Only History of Deep Learning", "Time Created": "", "Time Published": "2020-04-22T11:58:28Z", "Duration": "", "Description": "This casting of our field in terms of ideological narrow-sighted group-think is disgusting. Keep Science about ideas!", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "tC01FRB0M7w", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Turing-NLG, DeepSpeed and the ZeRO optimizer", "Time Created": "", "Time Published": "2020-02-11T14:56:20Z", "Duration": "", "Description": "Microsoft has trained a 17-billion parameter language model that achieves state-of-the-art perplexity. This video takes a look at ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "agXIYMCICcc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Imagination-Augmented Agents for Deep Reinforcement Learning", "Time Created": "", "Time Published": "2017-08-04T07:15:56Z", "Duration": "", "Description": "Commentary of https://arxiv.org/abs/1707.06203 Abstract We introduce Imagination-Augmented Agents (I2As), a novel ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "1aO-uHXbzmQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Jukebox: A Generative Model for Music (Paper Explained)", "Time Created": "", "Time Published": "2020-05-02T11:06:26Z", "Duration": "", "Description": "This generative model for music can make entire songs with remarkable quality and consistency. It can be conditioned on genre, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "B9PL__gVxLI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "DeepMind's AlphaFold 2 Explained! AI Breakthrough in Protein Folding! What we know (& what we don't)", "Time Created": "", "Time Published": "2020-12-01T15:31:42Z", "Duration": "", "Description": "deepmind #biology #ai This is Biology's AlexNet moment! DeepMind solves a 50-year old problem in Protein Folding Prediction.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "sbKaUc0tPaY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The Odds are Odd: A Statistical Test for Detecting Adversarial Examples", "Time Created": "", "Time Published": "2019-02-20T05:12:21Z", "Duration": "", "Description": "https://arxiv.org/abs/1902.04818 Abstract: We investigate conditions under which test statistics exist that can reliably detect ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ahRPdiCop3E", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Deep Networks Are Kernel Machines (Paper Explained)", "Time Created": "", "Time Published": "2021-02-04T14:36:15Z", "Duration": "", "Description": "deeplearning #kernels #neuralnetworks Full Title: Every Model Learned by Gradient Descent Is Approximately a Kernel Machine ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Nq3auVtvd9Q", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Classic] ImageNet Classification with Deep Convolutional Neural Networks (Paper Explained)", "Time Created": "", "Time Published": "2020-07-23T13:00:13Z", "Duration": "", "Description": "ai #research #alexnet AlexNet was the start of the deep learning revolution. Up until 2012, the best computer vision systems relied ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "BTLCdge7uSQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "AlphaStar: Grandmaster level in StarCraft II using multi-agent reinforcement learning", "Time Created": "", "Time Published": "2019-11-02T11:23:04Z", "Duration": "", "Description": "DeepMind's new agent to tackle yet another Esport: Starcraft II. This agent uses deep reinforcement learning with a new technique ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "k1GOF2jmX7c", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Big Transfer (BiT): General Visual Representation Learning (Paper Explained)", "Time Created": "", "Time Published": "2020-05-09T13:28:25Z", "Duration": "", "Description": "One CNN to rule them all! BiT is a pre-trained ResNet that can be used as a starting point for any visual task. This paper explains ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "DYBmD88vpiA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Object-Centric Learning with Slot Attention (Paper Explained)", "Time Created": "", "Time Published": "2020-06-30T17:10:35Z", "Duration": "", "Description": "Visual scenes are often comprised of sets of independent objects. Yet, current vision models make no assumptions about the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "p-zOeQCoG9c", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Weight Standardization (Paper Explained)", "Time Created": "", "Time Published": "2020-05-15T14:11:14Z", "Duration": "", "Description": "It's common for neural networks to include data normalization such as BatchNorm or GroupNorm. This paper extends the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "g08NkNWmZTA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "XCiT: Cross-Covariance Image Transformers (Facebook AI Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2021-06-23T12:25:53Z", "Duration": "", "Description": "xcit #transformer #attentionmechanism After dominating Natural Language Processing, Transformers have taken over Computer ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hMO6rbMAPew", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Adversarial Examples Are Not Bugs, They Are Features", "Time Created": "", "Time Published": "2019-05-14T13:45:57Z", "Duration": "", "Description": "Abstract: Adversarial examples have attracted significant attention in machine learning, but the reasons for their existence and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "DiNzQP7kK-s", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Descending through a Crowded Valley -- Benchmarking Deep Learning Optimizers (Paper Explained)", "Time Created": "", "Time Published": "2020-10-11T12:46:39Z", "Duration": "", "Description": "ai #research #optimization Deep Learning famously gives rise to very complex, non-linear optimization problems that cannot be ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "u1_qMdb0kYU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "GPT-2: Language Models are Unsupervised Multitask Learners", "Time Created": "", "Time Published": "2019-02-18T16:11:42Z", "Duration": "", "Description": "A look at OpenAI's new GPT-2 model and the surrounding controversy. https://blog.openai.com/better-language-models/ Abstract: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "gJR28onlqzs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "How much memory does Longformer use?", "Time Created": "", "Time Published": "2020-04-25T12:51:24Z", "Duration": "", "Description": "A calculation of the memory requirements of the Longformer. Original video: https://youtu.be/_8KNb5iqblE Paper: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "NAJOZTNkhlI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Language Models are Open Knowledge Graphs (Paper Explained)", "Time Created": "", "Time Published": "2020-11-02T14:02:08Z", "Duration": "", "Description": "ai #research #nlp Knowledge Graphs are structured databases that capture real-world entities and their relations to each other.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "2h4tRsQzipQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Autoregressive Diffusion Models (Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2021-11-10T13:24:24Z", "Duration": "", "Description": "machinelearning #ardm #generativemodels Diffusion models have made large advances in recent months as a new type of ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "nXGHJTtFYRU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Dynamic Routing Between Capsules", "Time Created": "", "Time Published": "2019-09-04T14:02:31Z", "Duration": "", "Description": "Geoff Hinton's next big idea! Capsule Networks are an alternative way of implementing neural networks by dividing each layer into ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "NeGJAUSQEJI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Improving Intrinsic Exploration with Language Abstractions (Machine Learning Paper Explained)", "Time Created": "", "Time Published": "2022-04-01T18:51:58Z", "Duration": "", "Description": "reinforcementlearning #ai #explained Exploration is one of the oldest challenges for Reinforcement Learning algorithms, with no ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "U0mxx7AoNz0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Player of Games: All the games, one algorithm! (w/ author Martin Schmid)", "Time Created": "", "Time Published": "2022-01-02T12:34:43Z", "Duration": "", "Description": "playerofgames #deepmind #alphazero Special Guest: First author Martin Schmid (https://twitter.com/Lifrordi) Games have been ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "MgJ3JsE3Tqo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Author Interview - VOS: Learning What You Don't Know by Virtual Outlier Synthesis", "Time Created": "", "Time Published": "2022-03-14T14:01:38Z", "Duration": "", "Description": "deeplearning #objectdetection #outliers An interview with the authors of \"Virtual Outlier Synthesis\". Watch the paper review video ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "IaS72aHrJKE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Fourier Neural Operator for Parametric Partial Differential Equations (Paper Explained)", "Time Created": "", "Time Published": "2020-11-22T13:50:36Z", "Duration": "", "Description": "ai #research #engineering Numerical solvers for Partial Differential Equations are notoriously slow. They need to evolve their ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "uwfVxckuq50", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Why AI is Harder Than We Think (Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2021-04-30T16:02:42Z", "Duration": "", "Description": "aiwinter #agi #embodiedcognition The AI community has gone through regular cycles of AI Springs, where rapid progress gave ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "qS-iYnp00uc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Parti - Scaling Autoregressive Models for Content-Rich Text-to-Image Generation (Paper Explained)", "Time Created": "", "Time Published": "2022-06-23T22:38:33Z", "Duration": "", "Description": "parti #ai #aiart Parti is a new autoregressive text-to-image model that shows just how much scale can achieve. This model's ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "O_dJ31T01i8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments (Review)", "Time Created": "", "Time Published": "2022-03-18T12:14:08Z", "Duration": "", "Description": "multitasklearning #biology #neuralnetworks Catastrophic forgetting is a big problem in mutli-task and continual learning.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "rR5_emVeyBk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "AI made this music video | What happens when OpenAI's CLIP meets BigGAN?", "Time Created": "", "Time Published": "2021-05-18T14:47:54Z", "Duration": "", "Description": "artificialintelligence #musicvideo #clip I used OpenAI's CLIP model and BigGAN to create a music video that goes along with the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hQEnzdLkPj4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Learning To Classify Images Without Labels (Paper Explained)", "Time Created": "", "Time Published": "2020-06-03T13:22:28Z", "Duration": "", "Description": "How do you learn labels without labels? How do you classify images when you don't know what to classify them into? This paper ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "2ethDz9KnLk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The hidden dangers of loading open-source AI models (ARBITRARY CODE EXPLOIT!)", "Time Created": "", "Time Published": "2022-09-02T20:16:53Z", "Duration": "", "Description": "huggingface #pickle #exploit Did you know that something as simple as loading a model can execute arbitrary code on your ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-YiMVR3HEuY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Reinforcement Learning with Unsupervised Auxiliary Tasks", "Time Created": "", "Time Published": "2017-08-28T06:53:30Z", "Duration": "", "Description": "https://arxiv.org/abs/1611.05397 Abstract: Deep reinforcement learning agents have achieved state-of-the-art results by directly ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hg2Q_O5b9w4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "CURL: Contrastive Unsupervised Representations for Reinforcement Learning", "Time Created": "", "Time Published": "2020-04-11T11:04:57Z", "Duration": "", "Description": "Contrastive Learning has been an established method in NLP and Image classification. The authors show that with relatively ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "LfUsGv-ESbc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Code] How to use Facebook's DETR object detection algorithm in Python (Full Tutorial)", "Time Created": "", "Time Published": "2020-05-30T13:17:04Z", "Duration": "", "Description": "Watch my as I struggle my way up the glorious path of using the DETR object detection model in PyTorch. Original Video on ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "xJrKIPwVwGM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Rethinking Attention with Performers (Paper Explained)", "Time Created": "", "Time Published": "2020-10-26T16:57:35Z", "Duration": "", "Description": "ai #research #attention Transformers have huge memory and compute requirements because they construct an Attention matrix, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "j4xgkjWlfL4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "OpenAI DALL\u00b7E: Creating Images from Text (Blog Post Explained)", "Time Created": "", "Time Published": "2021-01-06T13:49:24Z", "Duration": "", "Description": "openai #science #gpt3 OpenAI's newest model, DALL\u00b7E, shows absolutely amazing abilities in generating high-quality images ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Nfry2b4RFI4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Investigating Human Priors for Playing Video Games (Paper & Demo)", "Time Created": "", "Time Published": "2020-05-20T13:52:49Z", "Duration": "", "Description": "Why are humans so good at video games? Maybe it's because a lot of games are designed with humans in mind. What happens if ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "pBau7umFhjQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Topographic VAEs learn Equivariant Capsules (Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2021-09-20T20:01:59Z", "Duration": "", "Description": "tvae #topographic #equivariant Variational Autoencoders model the latent space as a set of independent Gaussian random ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "NJCLUzkn-sA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "EfficientZero: Mastering Atari Games with Limited Data (Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2021-11-03T15:54:39Z", "Duration": "", "Description": "efficientzero #muzero #atari Reinforcement Learning methods are notoriously data-hungry. Notably, MuZero learns a latent world ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hv3UO3G0Ofo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation (Paper Explained)", "Time Created": "", "Time Published": "2020-08-28T13:06:20Z", "Duration": "", "Description": "ai #machinelearning #attention Convolutional Neural Networks have dominated image processing for the last decade, but ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hIoCn_9QTVU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I COOKED A RECIPE MADE BY A.I. | Cooking with GPT-3 (Don't try this at home)", "Time Created": "", "Time Published": "2021-04-27T14:34:28Z", "Duration": "", "Description": "gpt3 #airecipe #cooking We went to the store and bought a set of completely random ingredients and had OpenAI's GPT-3 come ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "yVKiMh2vEWQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] ConvNeXt: Convolutions return | China regulates algorithms | Saliency cropping examined", "Time Created": "", "Time Published": "2022-01-25T14:42:01Z", "Duration": "", "Description": "mlnews #convnext #mt3 Your update on what's new in the Machine Learning world! OUTLINE: 0:00 - Intro 0:15 - ConvNeXt: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "BhUWvQmLzSk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "ReBeL - Combining Deep Reinforcement Learning and Search for Imperfect-Information Games (Explained)", "Time Created": "", "Time Published": "2020-12-16T13:55:47Z", "Duration": "", "Description": "ai #technology #poker This paper does for Poker what AlphaZero has done for Chess & Go. The combination of Self-Play ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Ihg4XDWOy68", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] De-Biasing GPT-3 | RL cracks chip design | NetHack challenge | Open-Source GPT-J", "Time Created": "", "Time Published": "2021-06-16T14:14:33Z", "Duration": "", "Description": "OUTLINE: 0:00 - Intro 0:30 - Google RL creates next-gen TPUs 2:15 - Facebook launches NetHack challenge 3:50 - OpenAI ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "LMb5tvW-UoQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Discovering Symbolic Models from Deep Learning with Inductive Biases (Paper Explained)", "Time Created": "", "Time Published": "2020-06-25T14:09:09Z", "Duration": "", "Description": "Neural networks are very good at predicting systems' numerical outputs, but not very good at deriving the discrete symbolic ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "RZ7JiAk9azY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "My GitHub (Trash code I wrote during PhD)", "Time Created": "", "Time Published": "2021-06-08T17:46:22Z", "Duration": "", "Description": "phdlife #github #researchcode A brief browse through my public GitHub and musings about my old code.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-sNJd7bANTI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Roomba Avoids Poop | Textless NLP | TikTok Algorithm Secrets | New Schmidhuber Blog", "Time Created": "", "Time Published": "2021-09-16T15:33:23Z", "Duration": "", "Description": "schmidhuber #tiktok #roomba Your regularly irregular update on what's happening in the world of Machine Learning. OUTLINE: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "_c6A33Fg5Ns", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "DeBERTa: Decoding-enhanced BERT with Disentangled Attention (Machine Learning Paper Explained)", "Time Created": "", "Time Published": "2021-02-25T17:26:39Z", "Duration": "", "Description": "deberta #bert #huggingface DeBERTa by Microsoft is the next iteration of BERT-style Self-Attention Transformer models, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hHZSA9z_abE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "STOCHASTIC MEME DESCENT - Deep Learning Meme Review - Episode 2 (Part 2 of 2)", "Time Created": "", "Time Published": "2021-01-17T09:55:02Z", "Duration": "", "Description": "memes #science #ai Part 2 of Antonio and me examining the latest and greatest of deep learning memes. Music: Sunshower ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Ok44otx90D4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Feature Visualization & The OpenAI microscope", "Time Created": "", "Time Published": "2020-04-17T09:47:23Z", "Duration": "", "Description": "A closer look at the OpenAI microscope, a database of visualizations of the inner workings of ImageNet classifiers, along with an ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "YBlNQK0Ao6g", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Image GPT: Generative Pretraining from Pixels (Paper Explained)", "Time Created": "", "Time Published": "2020-06-18T13:24:24Z", "Duration": "", "Description": "BERT and GPT-2/3 have shown the enormous power of using generative models as pre-training for classification tasks. However ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Uumd2zOOz60", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "How I Read a Paper: Facebook's DETR (Video Tutorial)", "Time Created": "", "Time Published": "2020-06-24T13:48:00Z", "Duration": "", "Description": "I retrace my first reading of Facebook AI's DETR paper and explain my process of understanding it. OUTLINE: 0:00 - Introduction ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "xTzFJIknh7E", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "TransCoder: Unsupervised Translation of Programming Languages (Paper Explained)", "Time Created": "", "Time Published": "2020-06-09T14:07:27Z", "Duration": "", "Description": "Code migration between languages is an expensive and laborious task. To translate from one language to the other, one needs to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "XjILIYVLFrI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML Olds] Meta Research Supercluster | OpenAI GPT-Instruct | Google LaMDA | Drones fight Pigeons", "Time Created": "", "Time Published": "2022-02-23T14:52:29Z", "Duration": "", "Description": "mlnews #rsc #gpt3 Some things we've missed in recent weeks! OUTLINE: 0:00 - Intro & Overview 0:40 - Meta builds AI Research ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "7DGlElSVYGo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "MEMES IS ALL YOU NEED - Deep Learning Meme Review - Episode 2 (Part 1 of 2)", "Time Created": "", "Time Published": "2020-12-24T23:18:43Z", "Duration": "", "Description": "memes #science #ai Antonio and I critique the creme de la creme of Deep Learning memes. Music: Sunshower - LATASH\u00c1 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "qSArFEIoSbo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "RepNet: Counting Out Time - Class Agnostic Video Repetition Counting in the Wild (Paper Explained)", "Time Created": "", "Time Published": "2020-06-23T13:54:48Z", "Duration": "", "Description": "Counting repeated actions in a video is one of the easiest tasks for humans, yet remains incredibly hard for machines. RepNet ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "vGFaiLeoLWw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] GPT-3 learns to edit | Google Pathways | Make-A-Scene | CLIP meets GamePhysics | DouBlind", "Time Created": "", "Time Published": "2022-03-30T21:27:25Z", "Duration": "", "Description": "mlnews #gpt3 #pathways Your updates on the latest and greatest from the depths of Machine Learning! Sponsor: Weights ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "3baFTP0uYOc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Training more effective learned optimizers, and using them to train themselves (Paper Explained)", "Time Created": "", "Time Published": "2020-10-03T16:06:32Z", "Duration": "", "Description": "ai #research #optimization Optimization is still the domain of hand-crafted, simple algorithms. An ML engineer not only has to pick ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "p3sAF3gVMMA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Deep Learning for Symbolic Mathematics", "Time Created": "", "Time Published": "2020-02-24T16:55:45Z", "Duration": "", "Description": "This model solves integrals and ODEs by doing seq2seq! https://arxiv.org/abs/1912.01412 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "vVRC-0VKPrg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Learning Rate Grafting: Transferability of Optimizer Tuning (Machine Learning Research Paper Review)", "Time Created": "", "Time Published": "2021-11-20T15:47:46Z", "Duration": "", "Description": "grafting #adam #sgd The last years in deep learning research have given rise to a plethora of different optimization algorithms, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "8l-TDqpoUQs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "SynFlow: Pruning neural networks without any data by iteratively conserving synaptic flow", "Time Created": "", "Time Published": "2020-06-14T13:48:08Z", "Duration": "", "Description": "The Lottery Ticket Hypothesis has shown that it's theoretically possible to prune a neural network at the beginning of training and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-buULmf7dec", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Decision Transformer: Reinforcement Learning via Sequence Modeling (Research Paper Explained)", "Time Created": "", "Time Published": "2021-06-05T16:54:02Z", "Duration": "", "Description": "decisiontransformer #reinforcementlearning #transformer Proper credit assignment over long timespans is a fundamental problem ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "a0f07M2uj_A", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Backpropagation and the brain", "Time Created": "", "Time Published": "2020-04-20T13:40:41Z", "Duration": "", "Description": "Geoffrey Hinton and his co-authors describe a biologically plausible variant of backpropagation and report evidence that such an ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "_EDr3ryrT_Y", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Typical Decoding for Natural Language Generation (Get more human-like outputs from language models!)", "Time Created": "", "Time Published": "2022-03-25T20:08:04Z", "Duration": "", "Description": "deeplearning #nlp #sampling Modern language models like T5 or GPT-3 achieve remarkably low perplexities on both training ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "eCH0M4wzKJs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "WHO ARE YOU? 10k Subscribers Special (w/ Channel Analytics)", "Time Created": "", "Time Published": "2020-05-07T14:18:26Z", "Duration": "", "Description": "An in-depth look at this channel's analytics. Links: YouTube: https://www.youtube.com/c/yannickilcher Twitter: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "cIUtRNhY6Rw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "TAPAS: Weakly Supervised Table Parsing via Pre-training (Paper Explained)", "Time Created": "", "Time Published": "2020-05-05T13:41:35Z", "Duration": "", "Description": "Answering complex questions about tabular information is hard. No two tables are alike and sometimes the answer you're looking ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "qlB0TPBQ7YY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Transformer Memory as a Differentiable Search Index (Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2022-04-16T15:40:13Z", "Duration": "", "Description": "dsi #search #google Search engines work by building an index and then looking up things in it. Usually, that index is a separate ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "X2k7n4FuI7c", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding&Generation", "Time Created": "", "Time Published": "2022-03-23T19:44:37Z", "Duration": "", "Description": "blip #review #ai Cross-modal pre-training has been all the rage lately in deep learning, especially training vision and language ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "lvYVuOmUVs8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "OpenAI tackles Math - Formal Mathematics Statement Curriculum Learning (Paper Explained)", "Time Created": "", "Time Published": "2022-03-05T14:58:01Z", "Duration": "", "Description": "openai #math #imo Formal mathematics is a challenging area for both humans and machines. For humans, formal proofs require ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "9-o2aAoN0rY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Fast reinforcement learning with generalized policy updates (Paper Explained)", "Time Created": "", "Time Published": "2020-08-23T13:06:02Z", "Duration": "", "Description": "ai #research #reinforcementlearning Reinforcement Learning is a powerful tool, but it is also incredibly data-hungry. Given a new ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "fEKZC9mta8w", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Uber: Deep Learning for ETA | MuZero Video Compression | Block-NeRF | EfficientNet-X", "Time Created": "", "Time Published": "2022-02-18T16:38:08Z", "Duration": "", "Description": "mlnews #muzero #nerf Your regularly irregular updates on everything new in the ML world! Merch: http://store.ykilcher.com ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "yFAuXmcGk2Y", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "SingularityNET - A Decentralized, Open Market and Network for AIs (Whitepaper Explained)", "Time Created": "", "Time Published": "2021-01-29T21:13:21Z", "Duration": "", "Description": "ai #research #blockchain Big Tech is currently dominating the pursuit of ever more capable AI. This happens behind closed doors ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "WTB2p4bqtXU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "End-to-End Adversarial Text-to-Speech (Paper Explained)", "Time Created": "", "Time Published": "2020-06-10T14:14:52Z", "Duration": "", "Description": "Text-to-speech engines are usually multi-stage pipelines that transform the signal into many intermediate representations and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "cllFzkvrYmE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "GLOM: How to represent part-whole hierarchies in a neural network (Geoff Hinton's Paper Explained)", "Time Created": "", "Time Published": "2021-02-27T15:47:03Z", "Duration": "", "Description": "glom #hinton #capsules Geoffrey Hinton describes GLOM, a Computer Vision model that combines transformers, neural fields, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "LB4B5FYvtdI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs (Paper Explained)", "Time Created": "", "Time Published": "2020-11-29T14:04:54Z", "Duration": "", "Description": "ai #biology #neuroscience Backpropagation is the workhorse of modern deep learning and a core component of most frameworks ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hAooAOFRsYc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention (Paper Explained)", "Time Created": "", "Time Published": "2020-07-04T12:39:13Z", "Duration": "", "Description": "ai #attention #transformer #deeplearning Transformers are famous for two things: Their superior performance and their insane ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "wZWn7Hm8osA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Gauge Equivariant Convolutional Networks and the Icosahedral CNN", "Time Created": "", "Time Published": "2019-08-13T14:03:03Z", "Duration": "", "Description": "Ever wanted to do a convolution on a Klein Bottle? This paper defines CNNs over manifolds such that they are independent of ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-Kgxv64aG3o", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "ALiBi - Train Short, Test Long: Attention with linear biases enables input length extrapolation", "Time Created": "", "Time Published": "2021-09-02T22:35:08Z", "Duration": "", "Description": "alibi #transformers #attention Transformers are essentially set models that need additional inputs to make sense of sequence data ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "_7xpGve9QEE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The Future of AI is Self-Organizing and Self-Assembling (w/ Prof. Sebastian Risi)", "Time Created": "", "Time Published": "2022-08-26T18:25:39Z", "Duration": "", "Description": "ai #selforganization #emergence Read Sebastian's article here: https://sebastianrisi.com/self_assembling_ai/ OUTLINE: 0:00 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "i-J4T3uLC9M", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "VOS: Learning What You Don't Know by Virtual Outlier Synthesis (Paper Explained)", "Time Created": "", "Time Published": "2022-03-13T12:50:48Z", "Duration": "", "Description": "vos #outliers #deeplearning Sponsor: Assembly AI Check them out here: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "KXEEqcwXn8w", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "A neurally plausible model learns successor representations in partially observable environments", "Time Created": "", "Time Published": "2019-11-07T10:15:19Z", "Duration": "", "Description": "Successor representations are a mid-point between model-based and model-free reinforcement learning. This paper learns ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "G7-fRGaCZts", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Google introduces Pathways | OpenAI solves Math Problems | Meta goes First Person", "Time Created": "", "Time Published": "2021-11-05T12:51:43Z", "Duration": "", "Description": "pathways #mlnews #ego4d Your irregular dose of Machine Learning News. OUTLINE: 0:00 - Intro 0:20 - Sponsor: Weights ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "v2GRWzIhaqQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Meta-Learning through Hebbian Plasticity in Random Networks (Paper Explained)", "Time Created": "", "Time Published": "2020-08-12T09:20:25Z", "Duration": "", "Description": "ai #neuroscience #rl Reinforcement Learning is a powerful tool, but it lacks biological plausibility because it learns a fixed policy ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "cuyM63ugsxI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "On the Measure of Intelligence by Fran\u00e7ois Chollet - Part 3: The Math (Paper Explained)", "Time Created": "", "Time Published": "2020-06-26T13:49:27Z", "Duration": "", "Description": "In this part, we go over the formal definition of the measure of intelligence. In order to do this, we have to frame and quantify the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ml3Y1ljVSQ8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "PCGRL: Procedural Content Generation via Reinforcement Learning (Paper Explained)", "Time Created": "", "Time Published": "2020-08-04T12:00:15Z", "Duration": "", "Description": "ai #research #gaming Deep RL is usually used to solve games, but this paper turns the process on its head and applies RL to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "YOLL8dIhLJI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] DeepMind controls fusion | Yann LeCun's JEPA architecture | US: AI can't copyright its art", "Time Created": "", "Time Published": "2022-03-04T11:50:07Z", "Duration": "", "Description": "mlnews #deepmind #fusion Updates on what's going on in the ML world! Check out w&b's alerts feature: https://wandb.me/yannic ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "MQ89be_685o", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The Hardware Lottery (Paper Explained)", "Time Created": "", "Time Published": "2020-09-18T20:27:55Z", "Duration": "", "Description": "ai #research #hardware We like to think that ideas in research succeed because of their merit, but this story is likely incomplete.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "nv6oFDp6rNQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Hopfield Networks is All You Need (Paper Explained)", "Time Created": "", "Time Published": "2020-08-09T15:51:38Z", "Duration": "", "Description": "ai #transformer #attention Hopfield Networks are one of the classic models of biological memory networks. This paper generalizes ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "gYxJEd3EUKs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Memory-assisted prompt editing to improve GPT-3 after deployment (Machine Learning Paper Explained)", "Time Created": "", "Time Published": "2022-03-28T13:48:00Z", "Duration": "", "Description": "nlp #gpt3 #prompt Large language models such as GPT-3 have enabled many breakthroughs and new applications recently, but ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-cT-2xvaeks", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Facebook AI adapting robots | Baidu autonomous excavators | Happy Birthday EleutherAI", "Time Created": "", "Time Published": "2021-07-15T11:17:21Z", "Duration": "", "Description": "A look into the happenings of the Machine Learning world. OUTLINE: 0:00 - Intro 0:25 - Facebook AI trains rapidly adapting robots ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "7OdhtAiPfWY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I BUILT A NEURAL NETWORK IN MINECRAFT | Analog Redstone Network w/ Backprop & Optimizer (NO MODS)", "Time Created": "", "Time Published": "2021-04-14T13:33:43Z", "Duration": "", "Description": "minecraft #neuralnetwork #backpropagation I built an analog neural network in vanilla Minecraft without any mods or command ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "9MJTeOaSMTk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Self-driving from VISION ONLY - Tesla's self-driving progress by Andrej Karpathy (Talk Analysis)", "Time Created": "", "Time Published": "2021-07-03T13:00:56Z", "Duration": "", "Description": "tesla #selfdriving #karpathy Tesla is pushing the state-of-the-art in full self-driving, and interestingly, they explicitly switch from ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "EbHUU-gLyRA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Self-classifying MNIST Digits (Paper Explained)", "Time Created": "", "Time Published": "2020-09-02T09:29:27Z", "Duration": "", "Description": "ai #biology #machinelearning Neural Cellular Automata are models for how living creatures can use local message passing to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Lg97gWXsiQ4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Resolution-robust Large Mask Inpainting with Fourier Convolutions (w/ Author Interview)", "Time Created": "", "Time Published": "2021-12-18T12:09:06Z", "Duration": "", "Description": "lama #inpainting #deeplearning At the end of the video is an interview with the paper authors! LaMa is a system that is amazing at ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "povBDxUn1VQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "ACCEL: Evolving Curricula with Regret-Based Environment Design (Paper Review)", "Time Created": "", "Time Published": "2022-04-25T18:40:16Z", "Duration": "", "Description": "ai #accel #evolution Automatic curriculum generation is one of the most promising avenues for Reinforcement Learning today.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "WYrvh50yu6s", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations", "Time Created": "", "Time Published": "2018-12-18T09:18:47Z", "Duration": "", "Description": "https://arxiv.org/abs/1811.12359 Abstract: In recent years, the interest in unsupervised learning of disentangled representations ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "udS2OPohs_s", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I TRAINED AN AI TO SOLVE 2+2 (w/ Live Coding)", "Time Created": "", "Time Published": "2020-08-06T16:30:14Z", "Duration": "", "Description": "ai #tech #code A whole bunch of humans are arguing whether 2+2=4 or 2+2=5. Pointless! Let the machines handle this! Colab: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "gbG1X8Xq-T8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Enhanced POET: Open-Ended RL through Unbounded Invention of Learning Challenges and their Solutions", "Time Created": "", "Time Published": "2020-04-10T10:11:09Z", "Duration": "", "Description": "The enhanced POET makes some substantial and well-crafted improvements over the original POET algorithm and excels at ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "BBp0tHcirtQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "git for research basics: fundamentals, commits, branches, merging", "Time Created": "", "Time Published": "2017-12-13T07:40:17Z", "Duration": "", "Description": "Don't watch this if you already know how to solve a merge conflict :)", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "u5BkO8XMS2I", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "iMAML: Meta-Learning with Implicit Gradients (Paper Explained)", "Time Created": "", "Time Published": "2020-05-19T13:37:21Z", "Duration": "", "Description": "Gradient-based Meta-Learning requires full backpropagation through the inner optimization procedure, which is a computational ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "F5aaXrIMWyU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies (Paper Explained)", "Time Created": "", "Time Published": "2020-04-30T16:17:55Z", "Duration": "", "Description": "Hail the AI Tax Collector! This very visual framework has RL Agents maximize their coins in a tiny world through collecting, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "5IRlUVrEVL8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Deep Ensembles: A Loss Landscape Perspective (Paper Explained)", "Time Created": "", "Time Published": "2020-07-11T12:57:17Z", "Duration": "", "Description": "ai #research #optimization Deep Ensembles work surprisingly well for improving the generalization capabilities of deep neural ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "R5DiLFOMZrc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "TransGAN: Two Transformers Can Make One Strong GAN (Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2021-02-17T16:02:54Z", "Duration": "", "Description": "transformer #gan #machinelearning Generative Adversarial Networks (GANs) hold the state-of-the-art when it comes to image ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "q7QP_lfqnQM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Synthesizer: Rethinking Self-Attention in Transformer Models (Paper Explained)", "Time Created": "", "Time Published": "2020-05-31T14:27:04Z", "Duration": "", "Description": "Do we really need dot-product attention? The attention mechanism is a central part of modern Transformers, mainly due to the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-_2AF9Lhweo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Linformer: Self-Attention with Linear Complexity (Paper Explained)", "Time Created": "", "Time Published": "2020-06-11T13:50:50Z", "Duration": "", "Description": "Transformers are notoriously resource-intensive because their self-attention mechanism requires a squared number of memory ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "k_hUdZJNzkU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The Dimpled Manifold Model of Adversarial Examples in Machine Learning (Research Paper Explained)", "Time Created": "", "Time Published": "2021-06-27T12:06:18Z", "Duration": "", "Description": "adversarialexamples #dimpledmanifold #security Adversarial Examples have long been a fascinating topic for many Machine ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-h1KB8ps11A", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Datasets for Data-Driven Reinforcement Learning", "Time Created": "", "Time Published": "2020-04-16T18:07:00Z", "Duration": "", "Description": "Offline Reinforcement Learning has come more and more into focus recently in domains where classic on-policy RL algorithms ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "h9w3KffPPmQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Rant] Online Conferences", "Time Created": "", "Time Published": "2020-04-28T15:36:11Z", "Duration": "", "Description": "Are virtual conferences good or bad? What's missing? How do we go forward? Pictures from here: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "IiBFqnNu7A8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Planning to Explore via Self-Supervised World Models (Paper Explained)", "Time Created": "", "Time Published": "2020-05-17T14:01:30Z", "Duration": "", "Description": "What can an agent do without any reward? Explore the world! While many formulations of intrinsic rewards exist (Curiosity, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "JPX_jSZtszY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "NeurIPS 2020 Changes to Paper Submission Process", "Time Created": "", "Time Published": "2020-02-21T10:32:41Z", "Duration": "", "Description": "My thoughts on the changes to the paper submission process for NeurIPS 2020. The main new changes are: 1. ACs can desk ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "DRy_Mr732yA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Drama] Who invented Contrast Sets?", "Time Created": "", "Time Published": "2020-04-08T12:11:31Z", "Duration": "", "Description": "Funny Twitter spat between researchers arguing who was the first to invent an idea that has probably been around since 1990 :D ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "GgHXGpQ60x0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] AI learns to search the Internet | Drawings come to life | New ML journal launches", "Time Created": "", "Time Published": "2021-12-24T12:29:20Z", "Duration": "", "Description": "webgpt #aiart #mlnews The latest and greatest from the Machine Learning world. OUTLINE: 0:00 - Intro 0:20 - Sponsor: Weights ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "RrvC8YW0pT0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Reinforcement Learning Upside Down: Don't Predict Rewards -- Just Map Them to Actions", "Time Created": "", "Time Published": "2019-12-11T02:45:34Z", "Duration": "", "Description": "Schmidhuber thinking outside the box! Upside-Down RL turns RL on its head and constructs a behavior function that uses the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "XHGh19Hbx48", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Can Wikipedia Help Offline Reinforcement Learning? (Paper Explained)", "Time Created": "", "Time Published": "2022-02-26T14:02:37Z", "Duration": "", "Description": "wikipedia #reinforcementlearning #languagemodels Transformers have come to overtake many domain-targeted custom models ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "FbRcbM4T-50", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning (Paper Explained)", "Time Created": "", "Time Published": "2021-11-30T00:19:40Z", "Duration": "", "Description": "ext5 #transferlearning #exmix The T5 model has been a staple for NLP research for the last years. Both its size and its approach ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "AIOE1l1W0Tw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "LAION-5B: 5 billion image-text-pairs dataset (with the authors)", "Time Created": "", "Time Published": "2022-04-22T13:00:44Z", "Duration": "", "Description": "laion #clip #dalle LAION-5B is an open, free dataset consisting of over 5 billion image-text-pairs. Today's video is an interview with ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "0JlB9gufTw8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "\u221e-former: Infinite Memory Transformer (aka Infty-Former / Infinity-Former, Research Paper Explained)", "Time Created": "", "Time Published": "2021-09-06T12:07:08Z", "Duration": "", "Description": "inftyformer #infinityformer #transformer Vanilla Transformers are excellent sequence models, but suffer from very harsch ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "AvHLJqtmQkE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Author Interview - Typical Decoding for Natural Language Generation", "Time Created": "", "Time Published": "2022-03-26T15:59:28Z", "Duration": "", "Description": "deeplearning #nlp #sampling This is an interview with first author Clara Meister. Paper review video here\u00e9 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "G3pOvrKkFuk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Code] PyTorch sentiment classifier from scratch with Huggingface NLP Library (Full Tutorial)", "Time Created": "", "Time Published": "2020-05-18T13:26:18Z", "Duration": "", "Description": "Huggingface released its newest library called NLP, which gives you easy access to almost any NLP dataset and metric in one ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "C5sWbYwzKyg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "AlphaCode - with the authors!", "Time Created": "", "Time Published": "2022-03-02T23:00:01Z", "Duration": "", "Description": "ai #alphacode #deepmind An interview with the creators of AlphaCode! Paper review video here: https://youtu.be/s9UAOmyah1A ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "zWFkUGXjbdo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Rant] Can AI read your emotions? (No, but ...)", "Time Created": "", "Time Published": "2021-05-30T14:51:48Z", "Duration": "", "Description": "facerecognition #emotiondetection #mindreading Face recognition has a bad rep in the ML community. While the technology ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "PZypP7PiKi0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Gradient Surgery for Multi-Task Learning", "Time Created": "", "Time Published": "2020-04-21T12:19:54Z", "Duration": "", "Description": "Multi-Task Learning can be very challenging when gradients of different tasks are of severely different magnitudes or point into ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "l12GXD0t_RE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Deep Differential System Stability - Learning advanced computations from examples (Paper Explained)", "Time Created": "", "Time Published": "2020-06-13T14:52:28Z", "Duration": "", "Description": "Determining the stability properties of differential systems is a challenging task that involves very advanced symbolic and numeric ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "nQDZmf2Yb9k", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "PonderNet: Learning to Ponder (Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2021-08-23T12:40:24Z", "Duration": "", "Description": "pondernet #deepmind #machinelearning Humans don't spend the same amount of mental effort on all problems equally. Instead ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "K-cXYoqHxBc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "More Is Different for AI - Scaling Up, Emergence, and Paperclip Maximizers (w/ Jacob Steinhardt)", "Time Created": "", "Time Published": "2022-09-13T21:33:39Z", "Duration": "", "Description": "ai #interview #research Jacob Steinhardt believes that future AI systems will be qualitatively different than the ones we know ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "kP-dXK9JEhY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Symbolic Knowledge Distillation: from General Language Models to Commonsense Models (Explained)", "Time Created": "", "Time Published": "2021-10-24T20:59:32Z", "Duration": "", "Description": "gpt3 #knowledge #symbolic Symbolic knowledge models are usually trained on human-generated corpora that are cumbersome ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "D-eg7k8YSfs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Shortcut Learning in Deep Neural Networks", "Time Created": "", "Time Published": "2020-04-18T13:29:14Z", "Duration": "", "Description": "This paper establishes a framework for looking at out-of-distribution generalization failures of modern deep learning as the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "U3zmekzQ8WQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Agent57: Outperforming the Atari Human Benchmark", "Time Created": "", "Time Published": "2020-03-31T15:49:49Z", "Duration": "", "Description": "DeepMind's Agent57 is the first RL agent to outperform humans in all 57 Atari benchmark games. It extends previous algorithms ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "H6Qiegq_36c", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Processing Megapixel Images with Deep Attention-Sampling Models", "Time Created": "", "Time Published": "2019-08-12T13:44:37Z", "Duration": "", "Description": "Current CNNs have to downsample large images before processing them, which can lose a lot of detail information. This paper ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Hdo81GtLC_4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Direct Feedback Alignment Scales to Modern Deep Learning Tasks and Architectures (Paper Explained)", "Time Created": "", "Time Published": "2020-06-27T16:04:14Z", "Duration": "", "Description": "Backpropagation is one of the central components of modern deep learning. However, it's not biologically plausible, which limits ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Z_kWZpgEZ7w", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Multimodal Neurons in Artificial Neural Networks (w/ OpenAI Microscope, Research Paper Explained)", "Time Created": "", "Time Published": "2021-03-05T13:18:21Z", "Duration": "", "Description": "openai #clip #microscope OpenAI does a huge investigation into the inner workings of their recent CLIP model via faceted feature ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "U8Rmfb8aZXE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] NVIDIA GTC'21 | DeepMind buys MuJoCo | Google predicts spreadsheet formulas", "Time Created": "", "Time Published": "2021-10-29T16:07:13Z", "Duration": "", "Description": "gtc21 #mlnews #mujoco Register to GTC'21 and Win a RTX 3090: https://nvda.ws/2Y2B5ni OUTLINE: 0:00 - Intro 0:15 - Sponsor: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Qk4lJdp7ZAs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Learning World Graphs to Accelerate Hierarchical Reinforcement Learning", "Time Created": "", "Time Published": "2019-08-08T08:56:43Z", "Duration": "", "Description": "The goal of hierarchical reinforcement learning is to divide a task into different levels of coarseness with the top-level agent ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "X4S8F3bwuuw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Author Interview: SayCan - Do As I Can, Not As I Say: Grounding Language in Robotic Affordances", "Time Created": "", "Time Published": "2022-05-02T13:12:13Z", "Duration": "", "Description": "saycan #robots #ai This is an interview with the authors Brian Ichter, Karol Hausman, and Fei Xia. Original Paper Review Video: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "J7CrtblmMnU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Is Google Translate Sexist? Gender Stereotypes in Statistical Machine Translation", "Time Created": "", "Time Published": "2021-03-23T15:59:17Z", "Duration": "", "Description": "genderbias #algorithmicfairness #debiasing A brief look into gender stereotypes in Google Translate. The origin is a Tweet ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ZOkvFf8JbkA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] DeepMind builds Gopher | Google builds GLaM | Suicide capsule uses AI to check access", "Time Created": "", "Time Published": "2021-12-21T13:41:16Z", "Duration": "", "Description": "mlnews #gopher #glam Your updates on everything going on in the Machine Learning world. Sponsor: Weights & Biases ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "tjbEVY5XIk0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Divide-and-Conquer Monte Carlo Tree Search For Goal-Directed Planning (Paper Explained)", "Time Created": "", "Time Published": "2020-05-08T13:10:29Z", "Duration": "", "Description": "When AI makes a plan it usually does so step by step, forward in time. But often it is beneficial to define intermediate goals to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "zdb8MM94A5c", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Feedback Transformers: Addressing Some Limitations of Transformers with Feedback Memory (Explained)", "Time Created": "", "Time Published": "2021-02-02T15:36:12Z", "Duration": "", "Description": "ai #science #transformers Autoregressive Transformers have taken over the world of Language Modeling (GPT-3). However, in ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "lmAj0SU_bW0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Axial Attention & MetNet: A Neural Weather Model for Precipitation Forecasting", "Time Created": "", "Time Published": "2020-03-30T12:40:26Z", "Duration": "", "Description": "MetNet is a predictive neural network model for weather prediction. It uses axial attention to capture long-range dependencies.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "f2OgP49J7Pg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] DeepMind tackles Math | Microsoft does more with less | Timnit Gebru launches DAIR", "Time Created": "", "Time Published": "2021-12-10T21:21:28Z", "Duration": "", "Description": "mlnews #deepmind #ai The most trusted model in News! Get started with Weights & Biases here: https://wandb.me/yannic (it's free ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "RXwZKzczkF8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] AI Threatens Biological Arms Race", "Time Created": "", "Time Published": "2022-03-21T22:32:41Z", "Duration": "", "Description": "mlnews #gtc22 #ithaca GTC Registration Link: https://ykilcher.com/gtc Your regular updates on what's going on in the ML world!", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "YrO1v7-KcXs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Deep image reconstruction from human brain activity (Paper Explained)", "Time Created": "", "Time Published": "2020-05-25T15:38:17Z", "Duration": "", "Description": "Can you peek into people's brains? Reading human thoughts is a long-standing dream of the AI field. This paper reads fMRI ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "v-ZxzTSpmk4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Gradient Origin Networks (Paper Explained w/ Live Coding)", "Time Created": "", "Time Published": "2020-07-10T13:01:46Z", "Duration": "", "Description": "Neural networks for implicit representations, such as SIRENs, have been very successful at modeling natural signals. However, in ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "_N_nFzMtWkA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Reinforcement Learning, Fast and Slow", "Time Created": "", "Time Published": "2019-05-10T12:47:57Z", "Duration": "", "Description": "Abstract: Deep reinforcement learning (RL) methods have driven impressive advances in artificial intelligence in recent years, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "UjJU13GdL94", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Regularizing Trajectory Optimization with Denoising Autoencoders (Paper Explained)", "Time Created": "", "Time Published": "2020-05-24T15:31:04Z", "Duration": "", "Description": "Can you plan with a learned model of the world? Yes, but there's a catch: The better your planning algorithm is, the more the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "FC-R4MlIqrc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Cedille French Language Model | YOU Search Engine | AI Finds Profitable MEME TOKENS", "Time Created": "", "Time Published": "2021-11-18T14:54:52Z", "Duration": "", "Description": "mlnews #cedille #wmt Only the greatest of news from the world of Machine Learning. OUTLINE: 0:00 - Sponsor: Weights & Biases ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "qNfCVGbvnJc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "CM3: A Causal Masked Multimodal Model of the Internet (Paper Explained w/ Author Interview)", "Time Created": "", "Time Published": "2022-02-17T23:04:45Z", "Duration": "", "Description": "cm3 #languagemodel #transformer This video contains a paper explanation and an incredibly informative interview with first ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "s9UAOmyah1A", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Competition-Level Code Generation with AlphaCode (Paper Review)", "Time Created": "", "Time Published": "2022-03-01T13:15:04Z", "Duration": "", "Description": "ai #alphacode #deepmind AlphaCode is an automated system that can solve competitive programing exercises. The authors ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "EeMhj0sPrhE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Gradients are Not All You Need (Machine Learning Research Paper Explained)", "Time Created": "", "Time Published": "2021-11-16T00:36:11Z", "Duration": "", "Description": "deeplearning #backpropagation #simulation More and more systems are made differentiable, which means that accurate ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "xrYhDMqaa4U", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I went to an AI Art Festival in Geneva (AiiA Festival Trip Report)", "Time Created": "", "Time Published": "2021-10-27T13:52:57Z", "Duration": "", "Description": "aiia #ai #art A trip report from the AiiA Festival in Geneva organized by the ImpactAI foundation. OUTLINE: 0:00 - Intro 1:50 - Laura ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "eI8xTdcZ6VY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Context R-CNN: Long Term Temporal Context for Per-Camera Object Detection (Paper Explained)", "Time Created": "", "Time Published": "2020-06-28T15:09:19Z", "Duration": "", "Description": "Object detection often does not occur in a vacuum. Static cameras, such as wildlife traps, collect lots of irregularly sampled data ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "lqtlua-Ylts", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "State-of-Art-Reviewing: A Radical Proposal to Improve Scientific Publication", "Time Created": "", "Time Published": "2020-04-01T13:10:40Z", "Duration": "", "Description": "Peer Review is outdated and ineffective. SOAR is a new and revolutionary way to distribute scientific reviewing and scale to the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "W2UT8NjUqrk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions (Paper Explained)", "Time Created": "", "Time Published": "2021-11-27T17:34:17Z", "Duration": "", "Description": "imle #backpropagation #discrete Backpropagation is the workhorse of deep learning, but unfortunately, it only works for ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "O9kFX33nUcU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "On the Measure of Intelligence by Fran\u00e7ois Chollet - Part 4: The ARC Challenge (Paper Explained)", "Time Created": "", "Time Published": "2020-07-03T14:23:17Z", "Duration": "", "Description": "In this part, we look at the ARC challenge as a proposed test of machine intelligence. The dataset features 1000 tasks that test ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "IIebBjbBevs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "When BERT Plays the Lottery, All Tickets Are Winning (Paper Explained)", "Time Created": "", "Time Published": "2020-05-22T17:45:44Z", "Duration": "", "Description": "BERT is a giant model. Turns out you can prune away many of its components and it still works. This paper analyzes BERT ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "RSSVWpBak6s", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Linear Transformers Are Secretly Fast Weight Memory Systems (Machine Learning Paper Explained)", "Time Created": "", "Time Published": "2021-02-26T16:12:24Z", "Duration": "", "Description": "fastweights #deeplearning #transformers Transformers are dominating Deep Learning, but their quadratic memory and compute ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hgSGHusDx7M", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Sparse is Enough in Scaling Transformers (aka Terraformer) | ML Research Paper Explained", "Time Created": "", "Time Published": "2021-12-02T01:21:29Z", "Duration": "", "Description": "scalingtransformers #terraformer #sparsity Transformers keep pushing the state of the art in language and other domains, mainly ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "D6osiiEoV0w", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning (w/ Author)", "Time Created": "", "Time Published": "2022-02-16T00:21:02Z", "Duration": "", "Description": "hypertransformer #metalearning #deeplearning This video contains a paper explanation and an interview with author Andrey ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "P38FZrbNHV4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "AMP: Adversarial Motion Priors for Stylized Physics-Based Character Control (Paper Explained)", "Time Created": "", "Time Published": "2021-06-19T15:07:08Z", "Duration": "", "Description": "reiforcementlearning #gan #imitationlearning Learning from demonstrations is a fascinating topic, but what if the demonstrations ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "K3cmxn5znyU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Microsoft trains 530B model | ConvMixer model fits into single tweet | DeepMind profitable", "Time Created": "", "Time Published": "2021-10-20T13:40:13Z", "Duration": "", "Description": "mlnews #turingnlg #convmixer Your latest upates on what's happening in the Machine Learning world. OUTLINE: 0:00 - Intro 0:16 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "bFn2xcGi1TQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Faster Neural Network Training with Data Echoing (Paper Explained)", "Time Created": "", "Time Published": "2020-05-13T13:56:56Z", "Duration": "", "Description": "CPUs are often bottlenecks in Machine Learning pipelines. Data fetching, loading, preprocessing and augmentation can be slow ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "3HUK2UWzlFA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Parameter Prediction for Unseen Deep Architectures (w/ First Author Boris Knyazev)", "Time Created": "", "Time Published": "2021-11-24T18:26:39Z", "Duration": "", "Description": "deeplearning #neuralarchitecturesearch #metalearning Deep Neural Networks are usually trained from a given parameter ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "1VdEw_mGjFk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding (Paper Explained)", "Time Created": "", "Time Published": "2020-07-01T14:21:03Z", "Duration": "", "Description": "Google builds a 600 billion parameter transformer to do massively multilingual, massive machine translation. Interestingly, the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ccBMRryxGog", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Sparse Expert Models (Switch Transformers, GLAM, and more... w/ the Authors)", "Time Created": "", "Time Published": "2022-04-21T08:40:35Z", "Duration": "", "Description": "nlp #sparsity #transformers This video is an interview with Barret Zoph and William Fedus of Google Brain about Sparse Expert ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "to7vCdkLi4s", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Reinforcement Learning with Augmented Data (Paper Explained)", "Time Created": "", "Time Published": "2020-05-06T13:02:50Z", "Duration": "", "Description": "This ONE SIMPLE TRICK can take a vanilla RL algorithm to achieve state-of-the-art. What is it? Simply augment your training data ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "vxdcX0JTEr0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I took a Swiss train and it was awesome! Train Seat Review - SBB InterCity 1 - Geneva to St. Gallen", "Time Created": "", "Time Published": "2021-10-21T13:58:08Z", "Duration": "", "Description": "sbb #seatreview #travel A friendly parody of Travel Vloggers and Airplane Seat Reviews :) No, SBB did not pay me for this (but ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "PFMtdR56Q4U", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Blind Chess AI Competition | Graph NNs for traffic | AI gift suggestions", "Time Created": "", "Time Published": "2021-09-03T15:52:21Z", "Duration": "", "Description": "mlnews #chess #neurips OUTLINE: 0:00 - Intro 0:30 - Reconnaissance Blind Chess NeurIPS 2021 Competition 3:40 - Colab Pro ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "l5he9JNJqHA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "A critical analysis of self-supervision, or what we can learn from a single image (Paper Explained)", "Time Created": "", "Time Published": "2020-05-26T14:18:55Z", "Duration": "", "Description": "Does self-supervision really need a lot of data? How low can you go? This paper shows that a single image is enough to learn the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "iZXsWlSdMGY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[News] Google\u2019s medical AI was super accurate in a lab. Real life was a different story.", "Time Created": "", "Time Published": "2020-05-10T13:10:02Z", "Duration": "", "Description": "A closer look at a story of how the deployment of AI brings its own challenges and what can go wrong.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "SPOqoI0zOPQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] AI-generated patent approved | Germany gets an analog to OpenAI | ML cheats video games", "Time Created": "", "Time Published": "2021-08-06T17:01:30Z", "Duration": "", "Description": "mlnews #dabus #alephalpha OUTLINE: 0:00 - Intro 0:20 - Sponsor: Weights & Biases 3:45 - AI legally recognized as patent ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "gFkBqD2hbnU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML NEWS] Apple scans your phone | Master Faces beat face recognition | WALL-E is real", "Time Created": "", "Time Published": "2021-08-13T17:43:15Z", "Duration": "", "Description": "mlnews #apple #nolamarck Your update on the latest news in the AI and Machine Learning world. OUTLINE: 0:00 - Intro 0:15 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "DkojaN7_f4E", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] New ImageNet SOTA | Uber's H3 hexagonal coordinate system | New text-image-pair dataset", "Time Created": "", "Time Published": "2021-09-24T18:28:27Z", "Duration": "", "Description": "truthfulqa #efficientnet #laion400M Your regularly irregular updates on what's happening in the Machine Learning world.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "2PYLNHqxd5A", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Expire-Span: Not All Memories are Created Equal: Learning to Forget by Expiring (Paper Explained)", "Time Created": "", "Time Published": "2021-05-24T12:24:30Z", "Duration": "", "Description": "expirespan #nlp #facebookai Facebook AI (FAIR) researchers present Expire-Span, a variant of Transformer XL that dynamically ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "z15JLtAuwVI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "How Apple scans your phone (and how to evade it) - NeuralHash CSAM Detection Algorithm Explained", "Time Created": "", "Time Published": "2021-08-16T11:34:59Z", "Duration": "", "Description": "apple #icloud #privacy Apple recently announced scanning all images uploaded to iCloud for CSAM (child abuse material), and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Z6ea_AbnnCc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "NeurIPS 2019", "Time Created": "", "Time Published": "2019-12-08T21:41:37Z", "Duration": "", "Description": "I'm at the 2019 conference on Neural Information Processing Systems in Vancouver, trying to register, but the line was just so long ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "C7mUYocWdG0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Author Interview - Transformer Memory as a Differentiable Search Index", "Time Created": "", "Time Published": "2022-04-17T22:14:08Z", "Duration": "", "Description": "neuralsearch #interview #google This is an interview with the authors Yi Tay and Don Metzler. Paper Review Video: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "w3knicSHx5s", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Dynamic Inference with Neural Interpreters (w/ author interview)", "Time Created": "", "Time Published": "2022-01-21T16:20:45Z", "Duration": "", "Description": "deeplearning #neuralinterpreter #ai This video includes an interview with the paper's authors! What if we treated deep networks ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "qeEO2GECQk0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Evaluating NLP Models via Contrast Sets", "Time Created": "", "Time Published": "2020-04-07T11:40:47Z", "Duration": "", "Description": "Current NLP models are often \"cheating\" on supervised learning tasks by exploiting correlations that arise from the particularities ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "zcGOPqFZ4Tk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "AI against Censorship: Genetic Algorithms, The Geneva Project, ML in Security, and more!", "Time Created": "", "Time Published": "2022-02-16T14:23:01Z", "Duration": "", "Description": "security #censorship #ai Most of us conceive the internet as a free and open space where we are able to send traffic between any ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "rd3R_G6_UfY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Full Self-Driving is HARD! Analyzing Elon Musk re: Tesla Autopilot on Lex Fridman's Podcast", "Time Created": "", "Time Published": "2022-01-05T20:22:28Z", "Duration": "", "Description": "tesla #fsd #elon Watch the original podcast: https://www.youtube.com/watch?v=DxREm3s1scA An analysis of Elon's appearance ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "z_3Qv4In2ac", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Live Machine Learning Research] Plain Self-Ensembles (I actually DISCOVER SOMETHING) - Part 1", "Time Created": "", "Time Published": "2020-07-06T13:23:54Z", "Duration": "", "Description": "I share my progress of implementing a research idea from scratch. I attempt to build an ensemble model out of students of ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "gGPv_SYVDC8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "DALL-E 2 by OpenAI is out! Live Reaction", "Time Created": "", "Time Published": "2022-04-06T15:19:54Z", "Duration": "", "Description": "Chatting & Coding.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "H3Bhlan0mE0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Online Education - How I Make My Videos", "Time Created": "", "Time Published": "2020-03-23T09:33:17Z", "Duration": "", "Description": "Just a short overview of tools I use to make my videos. OneNote - https://www.onenote.com iSpring Free Cam ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "i_p5wLoCCiw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[News] Soccer AI FAILS and mixes up ball and referee's bald head.", "Time Created": "", "Time Published": "2020-11-15T12:04:42Z", "Duration": "", "Description": "ai #tech #news This soccer camera is operated by an AI to track the ball. However, the AI has an interesting failure mode and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "HGgrSz-jxdU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "ARC Challenge Live Coding", "Time Created": "", "Time Published": "2022-07-02T14:37:15Z", "Duration": "", "Description": "Chatting & Coding.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Xp3jR-ttMfo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Noether Networks: Meta-Learning Useful Conserved Quantities (w/ the authors)", "Time Created": "", "Time Published": "2022-01-19T14:58:40Z", "Duration": "", "Description": "deeplearning #noether #symmetries This video includes an interview with first author Ferran Alet! Encoding inductive biases has ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "_PyusGsbBPY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Stochastic RNNs without Teacher-Forcing", "Time Created": "", "Time Published": "2018-12-21T13:02:52Z", "Duration": "", "Description": "We present a stochastic non-autoregressive RNN that does not require teacher-forcing for training. The content is based on our ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Z3knUzwuIgo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "One Model For All The Tasks - BLIP (Author Interview)", "Time Created": "", "Time Published": "2022-03-24T21:27:22Z", "Duration": "", "Description": "blip #interview #salesforce Paper Review Video: https://youtu.be/X2k7n4FuI7c Sponsor: Assembly AI ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "AU30czb4iQA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Imputer: Sequence Modelling via Imputation and Dynamic Programming", "Time Created": "", "Time Published": "2020-04-14T12:47:57Z", "Duration": "", "Description": "The imputer is a sequence-to-sequence model that strikes a balance between fully autoregressive models with long inference ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "NEkriziVYXo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] DeepMind does Nowcasting | The Guardian's shady reporting | AI finishes Beethoven's 10th", "Time Created": "", "Time Published": "2021-10-07T13:14:55Z", "Duration": "", "Description": "deepmind #nowcasting #machinelearning Your holy update on what's new in the Machine Learning world. OUTLINE: 0:00 - Intro ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "lj-LGrnh1oU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "REALM: Retrieval-Augmented Language Model Pre-Training (Paper Explained)", "Time Created": "", "Time Published": "2020-08-14T15:50:20Z", "Duration": "", "Description": "ai #tech #science Open Domain Question Answering is one of the most challenging tasks in NLP. When answering a question, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "nxEr4VNgYOE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Movement Pruning: Adaptive Sparsity by Fine-Tuning (Paper Explained)", "Time Created": "", "Time Published": "2020-06-04T20:06:40Z", "Duration": "", "Description": "Deep neural networks are large models and pruning has become an important part of ML product pipelines, making models small ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "gu5UM99qaVc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Nvidia renders CEO | Jurassic-1 larger than GPT-3 | Tortured Phrases reveal Plagiarism", "Time Created": "", "Time Published": "2021-08-18T19:02:59Z", "Duration": "", "Description": "mlnews #nvidia #openai An in-depth look over what's going on in the world of Machine Learning and Artificial intelligence.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "wAgO2WZzjn4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Rant] coronavirus", "Time Created": "", "Time Published": "2020-03-25T13:38:20Z", "Duration": "", "Description": "A rant about toilet paper and lockdowns. Links: YouTube: https://www.youtube.com/c/yannickilcher Twitter: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "8f5xIMStqF4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] OpenAI removes GPT-3 waitlist | GauGAN2 is amazing | NYC regulates AI hiring tools", "Time Created": "", "Time Published": "2021-12-02T17:57:35Z", "Duration": "", "Description": "mlnews #gaugan #gpt-3 Your weekly dose of ML News! More GauGAN images here: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Rk3MBx20z24", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Apple or iPod??? Easy Fix for Adversarial Textual Attacks on OpenAI's CLIP Model! #Shorts", "Time Created": "", "Time Published": "2021-03-06T16:13:09Z", "Duration": "", "Description": "Shorts #shorts #openai In the paper Multimodal Neurons in Artificial Neural Networks OpenAI suggests that CLIP can be attacked ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "1HEdXwEYrGM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Predicting the rules behind - Deep Symbolic Regression for Recurrent Sequences (w/ author interview)", "Time Created": "", "Time Published": "2022-01-29T13:28:10Z", "Duration": "", "Description": "deeplearning #symbolic #research This video includes an interview with first author St\u00e9phane d'Ascoli (https://sdascoli.github.io/).", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "kl3aBni87jg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "First Author Interview: AI & formal math (Formal Mathematics Statement Curriculum Learning)", "Time Created": "", "Time Published": "2022-03-06T16:27:24Z", "Duration": "", "Description": "openai #math #imo This is an interview with Stanislas Polu, research engineer at OpenAI and first author of the paper \"Formal ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "OGytRmpSN10", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Did I crash the NFT market?", "Time Created": "", "Time Published": "2022-06-01T15:40:04Z", "Duration": "", "Description": "", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ch2O2fwWI-k", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News GERMAN] NVIDIA GTC'21 | DeepMind kauft MuJoCo | Google Lernt Spreadsheet Formeln", "Time Created": "", "Time Published": "2021-10-29T16:07:08Z", "Duration": "", "Description": "gtc21 #mlnews #mujoco Registriere f\u00fcr GTC'21 und gewinne eine RTX 3090: https://nvda.ws/2Y2B5ni OUTLINE: 0:00 - Intro 0:15 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "McpjrsHrEY4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] DeepMind AlphaCode | OpenAI math prover | Meta battles harmful content with AI", "Time Created": "", "Time Published": "2022-02-10T14:25:19Z", "Duration": "", "Description": "mlnews #alphacode #openai The latest and greatest from the world of Machine Learning! Merch: http://store.ykilcher.com ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "kEhEbVZQwjM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[YTalks] Siraj Raval - Stories about YouTube, Plagiarism, and the Dangers of Fame (Interview)", "Time Created": "", "Time Published": "2021-10-31T13:32:57Z", "Duration": "", "Description": "ytalks #siraj #plagiarism A conversation with Siraj Raval about his journey on YouTube, and the perils of fame. OUTLINE: 0:00 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "a4P8v8lGFPw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "This Team won the Minecraft RL BASALT Challenge! (Paper Explanation & Interview with the authors)", "Time Created": "", "Time Published": "2022-01-11T21:17:53Z", "Duration": "", "Description": "minerl #minecraft #deeplearning The MineRL BASALT challenge has no reward functions or technical descriptions of what's to be ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "bw1kiLMQFKU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] EU regulates AI, China trains 1.75T model, Google's oopsie, Everybody cheers for fraud.", "Time Created": "", "Time Published": "2021-06-09T14:06:30Z", "Duration": "", "Description": "mlnews #wudao #academicfraud OUTLINE: 0:00 - Intro 0:25 - EU seeks to regulate AI 2:45 - AI COVID detection systems are all ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "6_q9DbX35kk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Hugging Face course | GAN Theft Auto | AI Programming Puzzles | PyTorch 1.9 Released", "Time Created": "", "Time Published": "2021-06-24T12:35:09Z", "Duration": "", "Description": "mlnews #gta #weather In this week's ML News, we look at the latest developments in the Machine Learning and AI world with ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "qFRfnIRMNlk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization (Paper Explained)", "Time Created": "", "Time Published": "2020-07-05T15:25:42Z", "Duration": "", "Description": "machinelearning #ai #google The high-level architecture of CNNs has not really changed over the years. We tend to build ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "vB_hQ5NmtPs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Interview] Mark Ledwich - Algorithmic Extremism: Examining YouTube's Rabbit Hole of Radicalization", "Time Created": "", "Time Published": "2020-01-27T12:35:14Z", "Duration": "", "Description": "Interview with one of the authors of a widely reported study on YouTube's recommendation engine and where it leads its users.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "a4VvcmqnkhY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "What Matters In On-Policy Reinforcement Learning? A Large-Scale Empirical Study (Paper Explained)", "Time Created": "", "Time Published": "2020-08-20T09:46:35Z", "Duration": "", "Description": "ai #research #machinelearning Online Reinforcement Learning is a flourishing field with countless methods for practitioners to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "DLq1DUcMh1Q", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "A bio-inspired bistable recurrent cell allows for long-lasting memory (Paper Explained)", "Time Created": "", "Time Published": "2020-06-15T14:13:34Z", "Duration": "", "Description": "Even though LSTMs and GRUs solve the vanishing and exploding gradient problems, they have trouble learning to remember ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "eROy3BrqEVk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] AI predicts race from X-Ray | Google kills HealthStreams | Boosting Search with MuZero", "Time Created": "", "Time Published": "2021-09-10T15:18:44Z", "Duration": "", "Description": "mlnews #schmidhuber #muzero Your regular updates on what's happening in the ML world! OUTLINE: 0:00 - Intro 0:15 - Sponsor: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "GwItCHOifG8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I'M TAKING A BREAK... (Channel Update July 2020)", "Time Created": "", "Time Published": "2020-07-12T15:10:29Z", "Duration": "", "Description": "Past, Present & Future of this Channel. OUTLINE: 0:00 - I'm going on a break 0:20 - Channel Stats 1:20 - Other Platforms 4:20 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "tfYm4zcAnW0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "100K Subs AMA (Ask Me Anything)", "Time Created": "", "Time Published": "2021-09-26T17:50:18Z", "Duration": "", "Description": "Links: TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick YouTube: https://www.youtube.com/c/yannickilcher ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "4GKCxJQSw-g", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Synthetic Petri Dish: A Novel Surrogate Model for Rapid Architecture Search (Paper Explained)", "Time Created": "", "Time Published": "2020-06-06T13:56:12Z", "Duration": "", "Description": "Neural Architecture Search is usually prohibitively expensive in both time and resources to be useful. A search strategy has to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-0ce136MdsA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Machine Learning Holidays Live Stream", "Time Created": "", "Time Published": "2021-12-27T14:18:58Z", "Duration": "", "Description": "Chatting & Coding.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "tX1OolVxDzs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Plagiarism Case w/ Plot Twist | CLIP for video surveillance | OpenAI summarizes books", "Time Created": "", "Time Published": "2021-09-29T13:47:40Z", "Duration": "", "Description": "plagiarism #surveillance #schmidhuber Your Mondaily updates of what's going in the world of Machine Learning. OUTLINE: 0:00 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "56GW1IlWgMg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Learning model-based planning from scratch", "Time Created": "", "Time Published": "2017-08-09T06:02:41Z", "Duration": "", "Description": "https://arxiv.org/abs/1707.06170 Abstract: Conventional wisdom holds that model-based planning is a powerful approach to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "pZyxlf6l0N8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Thinking While Moving: Deep Reinforcement Learning with Concurrent Control", "Time Created": "", "Time Published": "2020-04-23T13:26:07Z", "Duration": "", "Description": "Classic RL \"stops\" the world whenever the Agent computes a new action. This paper considers a more realistic scenario where ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hkw-WDBipgo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Talking to companies at ICML19", "Time Created": "", "Time Published": "2019-06-13T07:13:32Z", "Duration": "", "Description": "A short rant on sponsor companies at ICML and how to talk to them.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "smxwT82o40Y", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Active Dendrites avoid catastrophic forgetting - Interview with the Authors", "Time Created": "", "Time Published": "2022-03-20T09:23:17Z", "Duration": "", "Description": "multitasklearning #biology #neuralnetworks This is an interview with the paper's authors: Abhiram Iyer, Karan Grewal, and Akash ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "EA96xh9qog0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I'm at ICML19 :)", "Time Created": "", "Time Published": "2019-06-10T18:20:07Z", "Duration": "", "Description": "Short intro to the International Conference on Machine Learning in Long Beach, CA. I'll be making some updates from the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "3Tqp_B2G6u0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Blockwise Parallel Decoding for Deep Autoregressive Models", "Time Created": "", "Time Published": "2019-05-06T09:46:52Z", "Duration": "", "Description": "https://arxiv.org/abs/1811.03115 Abstract: Deep autoregressive sequence-to-sequence models have demonstrated impressive ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "3jT1qJ8ETzk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "SupSup: Supermasks in Superposition (Paper Explained)", "Time Created": "", "Time Published": "2020-07-07T17:16:53Z", "Duration": "", "Description": "Supermasks are binary masks of a randomly initialized neural network that result in the masked network performing well on a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "XdpF9ZixIbI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Can we Contain Covid-19 without Locking-down the Economy?", "Time Created": "", "Time Published": "2020-04-02T09:30:19Z", "Duration": "", "Description": "My thoughts on the let-the-young-get-infected argument.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "OUCwujwE7bA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents (+Author)", "Time Created": "", "Time Published": "2022-02-08T21:13:05Z", "Duration": "", "Description": "gpt3 #embodied #planning In this video: Paper explanation, followed by first author interview with Wenlong Huang.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "z4lAlVRwbrc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Author Interview - Improving Intrinsic Exploration with Language Abstractions", "Time Created": "", "Time Published": "2022-04-02T22:38:55Z", "Duration": "", "Description": "reinforcementlearning #ai #explained This is an interview with Jesse Mu, first author of the paper. Original Paper Review: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "l8JeokY5NsU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Conversation about Population-Based Methods (Re-upload)", "Time Created": "", "Time Published": "2019-07-05T08:04:42Z", "Duration": "", "Description": "Being interviewed by Connor Shorten of Henry AI Labs (https://www.youtube.com/channel/UCHB9VepY6kYvZjj0Bgxnpbw) on the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "oRkhACMRy7Y", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "ML News Live! (Dec 30, 2021) Anonymous user RIPS Tensorflw | AI prosecutors rising | Penny Challenge", "Time Created": "", "Time Published": "2021-12-30T16:24:46Z", "Duration": "", "Description": "mlnews #live #tensorflow The greatest news, now fully live! Sponsor: Weights & Biases https://wandb.me/yannic References: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "plK2WVdLTOY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Extracting Training Data from Large Language Models (Paper Explained)", "Time Created": "", "Time Published": "2020-12-26T19:42:56Z", "Duration": "", "Description": "ai #privacy #tech This paper demonstrates a method to extract verbatim pieces of the training data from a trained language model.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "AR3W-nfcDe4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Auditing Radicalization Pathways on YouTube", "Time Created": "", "Time Published": "2019-08-28T17:46:35Z", "Duration": "", "Description": "This paper claims that there is a radicalization pipeline on YouTube pushing people towards the Alt-Right, backing up their claims ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "F5mxzvgl_oU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "S.H.E. - Search. Human. Equalizer.", "Time Created": "", "Time Published": "2019-05-09T10:33:31Z", "Duration": "", "Description": "Short opinion on Pantene's tool to de-bias Google search results.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Jqvb7jp4Nm8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Addendum for Supermasks in Superposition: A Closer Look (Paper Explained)", "Time Created": "", "Time Published": "2020-07-08T13:36:15Z", "Duration": "", "Description": "I take a closer look at \"Supermasks in Superposition\" after I've already done a video on it. Specifically, I look at: 1. The intuition ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "pPBqM4CKjUU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Discriminating Systems - Gender, Race, and Power in AI", "Time Created": "", "Time Published": "2019-04-27T19:49:27Z", "Duration": "", "Description": "TL;DR: - There exists both an unequal representation of people in the AI workforce as well as examples of societal bias in AI ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "V79rRI05Lj4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Set Distribution Networks: a Generative Model for Sets of Images (Paper Explained)", "Time Created": "", "Time Published": "2020-06-29T12:58:05Z", "Duration": "", "Description": "We've become very good at making generative models for images and classes of images, but not yet of sets of images, especially ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "RrBapqCPnmE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML Coding Tips] Separate Computation & Plotting using locals", "Time Created": "", "Time Published": "2020-05-01T17:22:06Z", "Duration": "", "Description": "Here's a lazy way to separate computation and subsequent analysis in a notebook without the overhead of manually saving local ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "R07CVhWbAXc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "2M All-In into $5 Pot! WWYD? Daniel Negreanu's No-Limit Hold'em Challenge! (Poker Hand Analysis)", "Time Created": "", "Time Published": "2020-12-13T18:15:43Z", "Duration": "", "Description": "ai #technology #poker Daniel Negreanu posted a set of very interesting No-Limit Hold'em situations on Twitter. I try to analyze ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "klPuEHCKG9M", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Evolving Normalization-Activation Layers", "Time Created": "", "Time Published": "2020-04-09T11:10:44Z", "Duration": "", "Description": "Normalization and activation layers have seen a long history of hand-crafted variants with various results. This paper proposes an ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "cvkeWwDQr0A", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "JOIN ME for the NeurIPS 2020 Flatland Multi-Agent RL Challenge!", "Time Created": "", "Time Published": "2020-06-08T14:48:00Z", "Duration": "", "Description": "Join me to solve the NeurIPS 2020 challenge on multi-agent reinforcement learning in the flatland environment. This challenge ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ifBI2jTaAEo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Celebrating 100k Subscribers! (w/ Channel Statistics)", "Time Created": "", "Time Published": "2021-09-14T07:36:41Z", "Duration": "", "Description": "yannickilcher #machinelearning #100k OUTLINE: 0:00 - 100k! 1:00 - Announcements & Thanks 3:55 - Channel Statistics Links: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "InhMx1h0N40", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "N\u00dcWA: Visual Synthesis Pre-training for Neural visUal World creAtion (ML Research Paper Explained)", "Time Created": "", "Time Published": "2021-12-08T18:54:58Z", "Duration": "", "Description": "nuwa #microsoft #generative N\u00dcWA is a unifying architecture that can ingest text, images, and videos and brings all of them into a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "gch94ttuy5s", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Underspecification Presents Challenges for Credibility in Modern Machine Learning (Paper Explained)", "Time Created": "", "Time Published": "2020-11-10T21:48:01Z", "Duration": "", "Description": "ai #research #machinelearning Deep Learning models are often overparameterized and have many degrees of freedom, which ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "O1b0cbgpRBw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Assessing Game Balance with AlphaZero: Exploring Alternative Rule Sets in Chess (Paper Explained)", "Time Created": "", "Time Published": "2020-09-13T19:56:31Z", "Duration": "", "Description": "ai #chess #alphazero Chess is a very old game and both its rules and theory have evolved over thousands of years in the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "zt_R85Ife_U", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Trash] Automated Inference on Criminality using Face Images", "Time Created": "", "Time Published": "2020-05-14T14:07:15Z", "Duration": "", "Description": "This paper sets out to build a classifier to distinguish criminals from non-criminals using nothing but a face picture. I explore why ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "tDk10VTHwNo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] CVPR bans social media paper promotion | AI restores Rembrandt | GPU prices down", "Time Created": "", "Time Published": "2021-06-30T14:26:12Z", "Duration": "", "Description": "cvpr #socialmedia #machinelearning In this week's ML news we look at CVPR's controversial action to ban paper promotions on ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "kU-tWy_wr78", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Fast and Slow Learning of Recurrent Independent Mechanisms (Machine Learning Paper Explained)", "Time Created": "", "Time Published": "2021-05-29T16:35:08Z", "Duration": "", "Description": "metarim #deeprl #catastrophicforgetting Reinforcement Learning is very tricky in environments where the objective shifts over time ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "wcHQ3IutSJg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[News] The NeurIPS Broader Impact Statement", "Time Created": "", "Time Published": "2020-05-23T15:27:05Z", "Duration": "", "Description": "For the first time, all authors submitting to the NeurIPS conference are forced to write a statement about the broader impact of their ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "XvDzZwoQFcU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[News] Facebook's Real-Time TTS system runs on CPUs only!", "Time Created": "", "Time Published": "2020-05-16T13:57:10Z", "Duration": "", "Description": "Facebook AI's new Text-To-Speech system is able to create 1 second of speech in as little as 500ms, making it real-time. What's ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "4xklF7PZ-BY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] MMO Game destroys GPUs | OpenAI quits Robotics | Today w/ guest host Sanyam Bhutani", "Time Created": "", "Time Published": "2021-08-02T15:02:35Z", "Duration": "", "Description": "chai #mlnews #nvidia Follow Saynam here: YouTube: https://www.youtube.com/c/ChaiTimeDataScience Twitter: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "WvTU-y8HyDg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Machine Learning Holiday Live Stream", "Time Created": "", "Time Published": "2021-12-26T17:09:53Z", "Duration": "", "Description": "Just chilling, coding, talking.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "cO1nSnsH_CQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Listening to You! - Channel Update (Author Interviews)", "Time Created": "", "Time Published": "2022-02-21T18:36:59Z", "Duration": "", "Description": "mlnews #kilcher #withtheauthors Many of you have given me feedback on what you did and didn't like about the recent \"with the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "TFiZYA_JfJs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Population-Based Search and Open-Ended Algorithms", "Time Created": "", "Time Published": "2019-06-12T22:33:17Z", "Duration": "", "Description": "Comments on the ICML2019 tutorial on population-based search and open-ended learning.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "3ks2gpqAKY8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Author Interview - Memory-assisted prompt editing to improve GPT-3 after deployment", "Time Created": "", "Time Published": "2022-03-29T15:09:06Z", "Duration": "", "Description": "nlp #gpt3 #prompt This is an interview with the authors of this work, Aman Madaan and Niket Tandon. Large language models ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "OCBZtgQGt1I", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Open AI\u2019s Whisper is Amazing!", "Time Created": "", "Time Published": "2022-10-06T12:12:36Z", "Duration": "", "Description": "OpenAI's Whisper is a speech to text, or automatic speech recognition model. It is a \"weakly supervised\" encoder-decoder ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Lv1fv-HmkQo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Flask Tutorial Web Development with Python 1 - Intro", "Time Created": "", "Time Published": "2015-03-20T15:08:24Z", "Duration": "", "Description": "Digital Ocean Hosting: https://www.digitalocean.com/?refcode=d1c4c6e66979 Linode Hosting: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Z81JW1NTsO8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 5 - stack plots", "Time Created": "", "Time Published": "2015-07-12T02:05:04Z", "Duration": "", "Description": "In this Matplotlib data visualization tutorial, we cover how to create stack plots. The idea of stack plots is to show \"parts to the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "iv5m0c-8Opc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Tuples, Strings, Loops - Python 3 Programming Tutorial p.2", "Time Created": "", "Time Published": "2018-10-28T15:58:21Z", "Duration": "", "Description": "Getting familiar with some basic Python principles like tuples, strings, and loops as we see how simple Python really is to both ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "r9LtArXOYjk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 Programming Tutorial - Global and Local Variables", "Time Created": "", "Time Published": "2014-04-20T23:14:02Z", "Duration": "", "Description": "Welcome to another python 3 basics video, in this video we're going to now discuss the concept of global and local variables.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "jSs58VZVLw8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 programming tutorial: While Loop", "Time Created": "", "Time Published": "2014-01-22T05:32:46Z", "Duration": "", "Description": "The two distinctive loops we have in Python 3 logic are the \"for loop\" and the \"while loop.\" Both of them achieve very similar results ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "CGRKqnoQGgM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 Programming Tutorial - Function Parameters", "Time Created": "", "Time Published": "2014-04-20T23:13:35Z", "Duration": "", "Description": "The idea of function parameters in Python is to allow a programmer who is using that function, define variables dynamically within ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "2Tw39kZIbhs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python Pickle Module for saving objects (serialization)", "Time Created": "", "Time Published": "2015-05-22T16:02:04Z", "Duration": "", "Description": "This Python programming tutorial covers how to pickle objects in Python. The pickle module implements binary protocols for ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "42MBMSOZgD4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 Programming Tutorial: If Elif Else", "Time Created": "", "Time Published": "2014-01-23T20:08:54Z", "Duration": "", "Description": "Now we bring the in \"elif\" statement. The elif allows us to tie multiple if statements together as we might have intended to before ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Siyg1Wn5VDs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Building Search Word Database - Data Analysis of Google Tracking Takeout p.1", "Time Created": "", "Time Published": "2019-05-06T13:43:12Z", "Duration": "", "Description": "In these videos, we're going to be analyzing some of the data that we can download on ourselves that Google tracks on us.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "G3PvTWRIhZA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Introduction - Go Lang Practical Programming Tutorial p.1", "Time Created": "", "Time Published": "2017-10-21T17:58:19Z", "Duration": "", "Description": "Hello and welcome to a Go Language programming tutorial. In this series, we're going to cover setting up and the basics of using ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "AOeRbuwCd-Y", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "My Biggest Challenge With Programming (Q&A #11)", "Time Created": "", "Time Published": "2019-06-30T18:00:52Z", "Duration": "", "Description": "In this Q&A video, we'll be discussing various programming hardships and how I got into machine learning. Channel membership: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "qf0sfRZ0hHc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 Programming Tutorial: If Else", "Time Created": "", "Time Published": "2014-01-23T20:08:45Z", "Duration": "", "Description": "The If-Else statement is designed to build on the if statement's logic. Here, we ask if something is the case, and, if it is we do ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Wo5dMEP_BbI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch - P.1 Intro and Neuron Code", "Time Created": "", "Time Published": "2020-04-11T13:49:09Z", "Duration": "", "Description": "Building neural networks from scratch in Python introduction. Neural Networks from Scratch book: https://nnfs.io Playlist for this ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "S11VFAMEs6E", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Channels - Go Lang Practical Programming Tutorial p.22", "Time Created": "", "Time Published": "2017-11-12T15:09:07Z", "Duration": "", "Description": "We use Go Channels to connect concurrent goroutines, in order to send and receive values between them, using the channel ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "3fsvqo9pQyg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Structs - Go Lang Practical Programming Tutorial p.6", "Time Created": "", "Time Published": "2017-10-23T13:16:45Z", "Duration": "", "Description": "In the programming language of Go, there are no Classes. Instead, we can create custom types called Structs, which we then ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "q59wap1ELQ4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "A. I. Learns to Play Starcraft 2 (Reinforcement Learning)", "Time Created": "", "Time Published": "2022-04-23T15:05:05Z", "Duration": "", "Description": "Tinkering with reinforcement learning via Stable Baselines 3 and Starcraft 2. Code and model: https://github.com/Sentdex/SC2RL ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "wQ8BIBpya2k", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Deep Learning with Python, TensorFlow, and Keras tutorial", "Time Created": "", "Time Published": "2018-08-11T14:17:31Z", "Duration": "", "Description": "An updated deep learning introduction using Python, TensorFlow, and Keras. Text-tutorial and notes: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "IDqQIDL3LKg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Remote Access with SSH and Remote Desktop - Raspberry Pi and Python tutorials p.3", "Time Created": "", "Time Published": "2017-04-03T13:15:24Z", "Duration": "", "Description": "In this Raspberry Pi tutorial, we're going to cover how we can remotely access our Raspberry Pi, both with SSH and with a remote ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "DF_44sWnAsk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Application Structure - PyQt with Python GUI Programming tutorial 2", "Time Created": "", "Time Published": "2015-05-26T13:17:08Z", "Duration": "", "Description": "In this PyQT4 tutorial video, we cover how to structure a PyQT application in your code, using object oriented programming, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "MF4NWqArewo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Detecting collisions - Intermediate Python Programming p.20", "Time Created": "", "Time Published": "2016-12-06T14:37:13Z", "Duration": "", "Description": "Now that we've got handling for the \"+\" operator, we need to devise a way to actually detect when we need to use it. In this tutorial ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Zg7GK759ZzA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Goroutines - Go Lang Practical Programming Tutorial p.18", "Time Created": "", "Time Published": "2017-11-09T16:13:05Z", "Duration": "", "Description": "Welcome everyone to part 18 of the Go Language programming tutorial series, where we'll be talking about concurrency in Go.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "TEWy9vZcxW4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch - P.4 Batches, Layers, and Objects", "Time Created": "", "Time Published": "2020-05-01T14:07:12Z", "Duration": "", "Description": "Neural Networks from Scratch book: https://nnfs.io NNFSiX Github: https://github.com/Sentdex/NNfSiX Playlist for this series: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "OwakEEY_DFw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Pointers - Go Lang Practical Programming Tutorial p.4", "Time Created": "", "Time Published": "2017-10-21T17:59:01Z", "Duration": "", "Description": "Welcome to part 4 of the Go programming tutorial series. In the previous tutorial, we covered some function basics. Now, we're ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "BVWmstt0AWM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Home Lab Build - P.2 - Rack has evolved!", "Time Created": "", "Time Published": "2022-07-01T14:40:12Z", "Duration": "", "Description": "Quite a few changes to the server rack, starting with a patch panel and another ethernet switch. From here, I've mounted a KVM ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ZoWgzG_r2qo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "List comprehension and generator expressions - Intermediate Python Programming p.4", "Time Created": "", "Time Published": "2016-11-04T13:31:25Z", "Duration": "", "Description": "Welcome to part 4 of the intermediate Python programming tutorial series. In this part, we're going to talk about list comprehension ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "mA5nwGoRAOo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Support Vector Machine Intro and Application - Practical Machine Learning Tutorial with Python p.20", "Time Created": "", "Time Published": "2016-05-13T16:20:36Z", "Duration": "", "Description": "In this tutorial, we introduce the theory of the Support Vector Machine (SVM), which is a classification learning algorithm for ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Lbfe3-v7yE0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Sockets Tutorial with Python 3 part 1 - sending and receiving data", "Time Created": "", "Time Published": "2019-03-11T14:22:40Z", "Duration": "", "Description": "Welcome to a tutorial on sockets with Python 3. We have a lot to cover, so let's just jump right in. The socket library is a part of the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "PDNt07UePvk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Github Copilot: Good or Bad?", "Time Created": "", "Time Published": "2021-11-13T15:56:26Z", "Duration": "", "Description": "My thoughts and some examples of Github Copilot. Neural Networks from Scratch book: https://nnfs.io Channel membership: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "rTyEMsD-NNM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Why I use a Standing Desk", "Time Created": "", "Time Published": "2019-06-03T16:03:56Z", "Duration": "", "Description": "I get questions all the time about my desk and figured I might as well have a video to point people towards to make my life easier!", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "levekYbxauw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch - P.8 Implementing Loss", "Time Created": "", "Time Published": "2021-06-05T14:27:57Z", "Duration": "", "Description": "Implementing categorical cross entropy loss in our neural network framework. NNFS series playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "rISOsUaTrO4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Naive Bayes - Natural Language Processing With Python and NLTK p.13", "Time Created": "", "Time Published": "2015-05-14T15:10:55Z", "Duration": "", "Description": "The algorithm of choice, at least at a basic level, for text analysis is often the Naive Bayes classifier. Part of the reason for this is ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "xtXexPSfcZg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 Programming Tutorial - For loop", "Time Created": "", "Time Published": "2014-01-22T05:45:00Z", "Duration": "", "Description": "The next loop is the For loop. The idea of the for loop is to \"iterate\" through something. For each thing in that something, it will do a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "RpseX2ylEuw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Introduction and Parts - Raspberry Pi and Python tutorials p.1", "Time Created": "", "Time Published": "2017-04-03T13:15:06Z", "Duration": "", "Description": "Welcome to a series on the Raspberry Pi. One of the most common questions I see about the Raspberry Pi is \"What do I do with ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "V59bYfIomVk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Regression How it Works - Practical Machine Learning Tutorial with Python p.7", "Time Created": "", "Time Published": "2016-04-16T13:54:18Z", "Duration": "", "Description": "Welcome to the seventh part of our machine learning regression tutorial within our Machine Learning with Python tutorial series.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "aVDkuViaJfY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Defer - Go Lang Practical Programming Tutorial p.20", "Time Created": "", "Time Published": "2017-11-11T14:07:07Z", "Duration": "", "Description": "Welcome to part 20 of the Go programming tutorial, where we will be introducing the defer statement and its use in Go. The idea of ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "6e6NbNegChU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Corner Detection - OpenCV with Python for Image and Video Analysis 13", "Time Created": "", "Time Published": "2016-01-08T00:31:44Z", "Duration": "", "Description": "Welcome to a corner detection with OpenCV and Python tutorial. The purpose of detecting corners is to track things like motion, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "rPCeCPT-f28", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Decorators - Intermediate Python Programming p.18", "Time Created": "", "Time Published": "2016-11-29T14:28:08Z", "Duration": "", "Description": "Welcome to part 18 of the intermediate Python programming tutorial series. In this tutorial, we are going to be discussing ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "WM1z8soch0Q", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Sockets Tutorial with Python 3 part 3 - sending and receiving Python Objects w/ Pickle", "Time Created": "", "Time Published": "2019-03-13T13:52:35Z", "Duration": "", "Description": "Welcome to part 3 of the sockets tutorial with Python. We've learned how to send and receive string data via sockets, and now I ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "za5s7RB_VLw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Pickling and Scaling - Practical Machine Learning Tutorial with Python p.6", "Time Created": "", "Time Published": "2016-04-15T02:24:09Z", "Duration": "", "Description": "In the previous Machine Learning with Python tutorial we finished up making a forecast of stock prices using regression, and then ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ixathu7U-LQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Building our Neural Network - Deep Learning and Neural Networks with Python and Pytorch p.3", "Time Created": "", "Time Published": "2019-09-25T14:19:43Z", "Duration": "", "Description": "In this tutorial, we're going to focus on actually creating a neural network Text-based tutorials and sample code: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ZmYPzESC5YY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 16 - Live graphs", "Time Created": "", "Time Published": "2015-07-12T02:06:17Z", "Duration": "", "Description": "In this Matplotlib tutorial, we're going to cover how to create live updating graphs that can update their plots live as the data-source ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-bTuXf1xM_8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Adding a tutorial option - Tkinter tutorial Python 3.4 part 19", "Time Created": "", "Time Published": "2014-12-03T15:11:56Z", "Duration": "", "Description": "Tkinter GUI Tutorial Playlist: http://www.youtube.com/playlist?list=PLQVvvaa0QuDclKx-QpC9wntnURXVJqLyk In this tkinter ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "2R0kGTuYmVI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Exploring an AI\u2019s Imagination (Stable Diffusion and MidJourney)", "Time Created": "", "Time Published": "2022-09-03T13:54:26Z", "Duration": "", "Description": "Exploring a couple of the latest text to image generators that you can begin using right now, Stable Diffusion and MidJourney.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "i3o4G4bmqPc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Methods - Value Receivers - Go Lang Practical Programming Tutorial p.7", "Time Created": "", "Time Published": "2017-10-23T13:16:48Z", "Duration": "", "Description": "Welcome to part 7 of the Go programming tutorial series. We've been talking about structs, and we saw how to create a struct in ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "cJtdb-vPxBo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Kivy with Python tutorial Part 2 - Widgets and Labels", "Time Created": "", "Time Published": "2015-02-19T14:43:31Z", "Duration": "", "Description": "In this Kivy application development tutorial, we cover widgets and labels, as well as diving into some of the extensive Kivy ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "lGLto9Xd7bU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch - P.2 Coding a Layer", "Time Created": "", "Time Published": "2020-04-17T13:57:47Z", "Duration": "", "Description": "Expanding from a single neuron with 3 inputs to a layer of neurons with 4 inputs. Neural Networks from Scratch book: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "0hrrycamKPM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Exchange choice change - Tkinter tutorial Python 3.4 part 20", "Time Created": "", "Time Published": "2014-12-04T17:17:26Z", "Duration": "", "Description": "Tkinter GUI TutorialPlaylist: http://www.youtube.com/playlist?list=PLQVvvaa0QuDclKx-QpC9wntnURXVJqLyk This Tkinter GUI ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "uoHVztKY6S4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Lemmatizing - Natural Language Processing With Python and NLTK p.8", "Time Created": "", "Time Published": "2015-05-07T14:18:53Z", "Duration": "", "Description": "A very similar operation to stemming is called lemmatizing. The major difference between these is, as you saw earlier, stemming ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "WLo5Rgvj6qo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "GPIO Basics with LED light - Raspberry Pi and Python tutorials p.6", "Time Created": "", "Time Published": "2017-04-03T13:15:30Z", "Duration": "", "Description": "In this Raspberry Pi tutorial, we're going to be introducing and using the GPIO (General Purpose Input Output) pins on our boards.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "aZltBzPUPKI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Building a Quadcopter p.2 - Parts", "Time Created": "", "Time Published": "2016-03-08T15:18:35Z", "Duration": "", "Description": "Parts list: https://pythonprogramming.net/quadcopter-parts-tutorial/ Hello and welcome to the second tutorial covering how to build ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "sh-MQboWJug", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "A Deep Dream of a Neural Network", "Time Created": "", "Time Published": "2018-03-31T14:02:40Z", "Duration": "", "Description": "A deep dream with TensorFlow's inception model. It's a deep dream through the inception v3 model's layers that's trained on ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "7Wq-QmMT4gM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Convolutional Neural Networks Basics - Deep Learning withTensorFlow 12", "Time Created": "", "Time Published": "2016-09-19T13:09:40Z", "Duration": "", "Description": "In this tutorial, we cover the basics of the Convolutional Neural Network (CNN) in terms of how the network works and how the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "HRKfVjCB3lM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Goroutine Synchronization - Go Lang Practical Programming Tutorial p.19", "Time Created": "", "Time Published": "2017-11-10T13:59:13Z", "Duration": "", "Description": "Welcome everyone to part 19 of the Go Language programming tutorial series, where we've been covering concurrency in Go, but ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "3ERPpzrDkVg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Mean Shift Intro - Practical Machine Learning Tutorial with Python p.39", "Time Created": "", "Time Published": "2016-06-29T14:44:24Z", "Duration": "", "Description": "Mean Shift is very similar to the K-Means algorithm, except for one very important factor: you do not need to specify the number of ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "8sCQQlqeOKY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Game Development in Python 3 With PyGame - 20 - Sounds and Music", "Time Created": "", "Time Published": "2014-10-30T13:35:55Z", "Duration": "", "Description": "See http://pythonprogramming.net for sample code PyGame with Python 3 Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "oP95o2cUbTI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Looping - Go Lang Practical Programming Tutorial p.12", "Time Created": "", "Time Published": "2017-10-28T17:51:02Z", "Duration": "", "Description": "Welcome to part 12 of the Go programming tutorial series, where we're going to cover looping/iterating in Go. Leading up to this, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "T-Sc-uq4n5c", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Flask Tutorial Web Development with Python 14 - Connecting to database", "Time Created": "", "Time Published": "2015-03-30T02:10:21Z", "Duration": "", "Description": "Welcome to part 14 of our Flask web development tutorial, in this video we discuss how to connect to our MySQL database using ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-vVskDsHcVc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Words as Features for Learning - Natural Language Processing With Python and NLTK p.12", "Time Created": "", "Time Published": "2015-05-13T12:53:42Z", "Duration": "", "Description": "For our text classification, we have to find some way to \"describe\" bits of data, which are labeled as either positive or negative for ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "BqgTU7_cBnk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Analyzing Models with TensorBoard - Deep Learning with Python, TensorFlow and Keras p.4", "Time Created": "", "Time Published": "2018-08-24T14:24:31Z", "Duration": "", "Description": "Welcome to part 4 of the deep learning basics with Python, TensorFlow, and Keras tutorial series. In this part, what we're going to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "aXxIjeGR6po", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Models - Django Web Development with Python p.2", "Time Created": "", "Time Published": "2019-01-22T13:48:47Z", "Duration": "", "Description": "Welcome to Part 2 of the web development with Python and Django tutorial series. In this tutorial, we're going to introduce the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Y6cir7P3YUk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Functions with Parameters with Tkinter GUI buttons - Tkinter tutorial Python 3.4 p. 3", "Time Created": "", "Time Published": "2014-10-27T21:05:18Z", "Duration": "", "Description": "Tkinter GUI TutorialPlaylist: http://www.youtube.com/playlist?list=PLQVvvaa0QuDclKx-QpC9wntnURXVJqLyk In this Tkinter with ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "cu7t-GqtTRw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Running locally and getting surrounding data - Halite III coding competition p.2", "Time Created": "", "Time Published": "2018-10-18T13:53:00Z", "Duration": "", "Description": "Text tutorials and sample code: coming soon(tm) Discord: https://discord.gg/sentdex Support the content: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "6_GXTbTL9Uc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Coding Adventure with Kaggle and Lux AI", "Time Created": "", "Time Published": "2021-09-26T16:25:13Z", "Duration": "", "Description": "Follow along on my journey of coding a Python AI agent for the Lux AI Kaggle competition. Lux Competition on Kaggle: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "WbTOutpwPHs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 4 - Scatter Plots", "Time Created": "", "Time Published": "2015-07-12T02:04:58Z", "Duration": "", "Description": "Next up, we cover scatter plots! The idea of scatter plots is usually to compare two variables, or three if you are plotting in 3 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-fgYp74SNtk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "R Squared Theory - Practical Machine Learning Tutorial with Python p.10", "Time Created": "", "Time Published": "2016-04-21T18:11:14Z", "Duration": "", "Description": "Welcome to the 10th part of our of our machine learning regression tutorial within our Machine Learning with Python tutorial series ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "BzcBsTou0C0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Introduction - Deep Learning and Neural Networks with Python and Pytorch p.1", "Time Created": "", "Time Published": "2019-09-23T13:57:15Z", "Duration": "", "Description": "Hello and welcome to a deep learning with Python and Pytorch tutorial series, starting from the basics. Text-based tutorials and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "yZgaxg0JzcU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Bitcoin Protocol Tutorial #9 - Reclaiming Disk Space", "Time Created": "", "Time Published": "2014-02-08T00:34:04Z", "Duration": "", "Description": "Bitcoin Protocol Paper Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "BSpXCRTOLJA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Recurrent Neural Networks (RNN) - Deep Learning w/ Python, TensorFlow & Keras p.7", "Time Created": "", "Time Published": "2018-09-07T14:32:02Z", "Duration": "", "Description": "In this part we're going to be covering recurrent neural networks. The idea of a recurrent neural network is that sequences and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "275_oeBw3vY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Creating Stable Diffusion Interpolation Videos", "Time Created": "", "Time Published": "2022-09-16T15:19:34Z", "Duration": "", "Description": "GTC signup: https://nvda.ws/3BQvmCP Stable Diffusion Videos Github: https://github.com/nateraw/stable-diffusion-videos Gist for ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dvOnYLDg8_Y", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Creating a Chatbot with Deep Learning, Python, and TensorFlow p.1", "Time Created": "", "Time Published": "2017-11-24T15:26:34Z", "Duration": "", "Description": "In this tutorial series we build a Chatbot with TensorFlow's sequence to sequence library and by building a massive database from ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "qk1IVs5B1GI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Camera Module - Raspberry Pi and Python tutorials p.5", "Time Created": "", "Time Published": "2017-04-03T13:15:30Z", "Duration": "", "Description": "Welcome to part 5 of the Raspberry Pi tutorial series, in this tutorial and the next few, we'll be introducing some of the sensors that ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "WFm1RZCVShU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "AI-Based Game Engines with GameGAN research paper", "Time Created": "", "Time Published": "2020-05-22T13:13:54Z", "Duration": "", "Description": "Learning to Simulate Dynamic Environments with GameGAN: https://nv-tlabs.github.io/gameGAN/ Link to paper: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "iRrySp4VoPs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Jetson Nano 2GB from NVIDIA", "Time Created": "", "Time Published": "2020-10-14T15:30:53Z", "Duration": "", "Description": "Get it here: https://www.nvidia.com/en-us/autonomous-machines/embedded-systems/jetson-nano/education-projects/ Channel ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "yMk_XtIEzH8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Q Learning Intro/Table - Reinforcement Learning p.1", "Time Created": "", "Time Published": "2019-05-30T13:26:14Z", "Duration": "", "Description": "Welcome to a reinforcement learning tutorial. In this part, we're going to focus on Q-Learning. Q-Learning is a model-free form of ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "j-3vuBynnOE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Loading in your own data - Deep Learning basics with Python, TensorFlow and Keras p.2", "Time Created": "", "Time Published": "2018-08-18T13:50:58Z", "Duration": "", "Description": "Welcome to a tutorial where we'll be discussing how to load in our own outside datasets, which comes with all sorts of challenges!", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "COlbP62-B-U", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Intro - TensorFlow Object Detection API Tutorial p.1", "Time Created": "", "Time Published": "2017-08-21T14:19:31Z", "Duration": "", "Description": "Hello and welcome to a miniseries and introduction to the TensorFlow Object Detection API. This API can be used to detect, with ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "QyhqzaMiFxk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 7 - loading data from files", "Time Created": "", "Time Published": "2015-07-12T02:05:14Z", "Duration": "", "Description": "Many times, people want to graph data from a file. There are many types of files, and many ways you may extract data from a file to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "kqJ8WYQu68w", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Distance Sensor GPIO cont'd - Raspberry Pi and Python tutorials p.7", "Time Created": "", "Time Published": "2017-04-05T00:52:55Z", "Duration": "", "Description": "In this Raspberry Pi tutorial, we're going to introduce a new sensor, the HC-SR04 ultrasonic distance sensor, along with handling ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "eXBD2bB9-RA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Introduction to Python 3 Programming Tutorial", "Time Created": "", "Time Published": "2018-10-27T15:58:41Z", "Duration": "", "Description": "Downloading and installing Python 3, along with an editor and writing our very first, though super basic, program! Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Q8KtQ3uM1tk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Bitcoin Protocol Tutorial #8: Incentive", "Time Created": "", "Time Published": "2014-02-06T21:02:35Z", "Duration": "", "Description": "Bitcoin Protocol Paper Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dEXPMQXoiLc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch - P.7 Calculating Loss with Categorical Cross-Entropy", "Time Created": "", "Time Published": "2021-01-23T15:47:17Z", "Duration": "", "Description": "In order to do backpropagation and optimization, we need to have some measure of how wrong the model is. For this, we use a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-QmdZ7821wA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Simple Web App - Go Lang Practical Programming Tutorial p.5", "Time Created": "", "Time Published": "2017-10-21T17:59:06Z", "Duration": "", "Description": "Welcome to part 5 of the Go programming tutorial series, where we'll poke around a bit with the built-in web server with the Go ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "WvoLTXIjBYU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Convolutional Neural Networks - Deep Learning basics with Python, TensorFlow and Keras p.3", "Time Created": "", "Time Published": "2018-08-19T13:34:14Z", "Duration": "", "Description": "Welcome to a tutorial where we'll be discussing Convolutional Neural Networks (Convnets and CNNs), using one to classify dogs ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "xqg5S-GrrDQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Why Kernels - Practical Machine Learning Tutorial with Python p.30", "Time Created": "", "Time Published": "2016-05-30T12:53:02Z", "Duration": "", "Description": "Once we've determined that we can use Kernels, the next question is of course why would we bother using kernels when we can ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "IsyyRKbFi7w", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Object Oriented Programming in js - JavaScript Programming Basics p.5", "Time Created": "", "Time Published": "2019-05-20T13:26:47Z", "Duration": "", "Description": "Greetings and welcome to part 5 of the JavaScript basics! In this tutorial, we're going to dive into Object Oriented Programming ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "K_Ac1Ko8-p8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Bitcoin Protocol: Proof of Work shown in Python Code", "Time Created": "", "Time Published": "2014-02-04T18:24:47Z", "Duration": "", "Description": "Bitcoin Protocol Paper Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Ha7TP11H0EI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Kivy with Python tutorial Part 5 - Dynamic Resizable Placement", "Time Created": "", "Time Published": "2015-02-23T00:38:05Z", "Duration": "", "Description": "In this Kivy application development tutorial, we cover how to code dynamic positions for things like widgets and buttons, this way ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "sNHiM0DoEAg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch (NNFS) in Print!", "Time Created": "", "Time Published": "2020-10-28T13:10:02Z", "Duration": "", "Description": "Get the book: https://nnfs.io twitters: twitter.com/sentdex twitter.com/daniel_kukiela Channel membership: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "JBME1ZyHiP8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Intro/basic GUI - PyQt with Python GUI Programming tutorial", "Time Created": "", "Time Published": "2015-05-25T14:04:07Z", "Duration": "", "Description": "PyQT is a Python wrapper around the QT GUI application development framework. To get PyQT, head to: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "3EjtHs_lXnk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "$5 MILLION AI for FREE", "Time Created": "", "Time Published": "2022-08-12T15:18:07Z", "Duration": "", "Description": "Imagine an AI where, all in the same model you could Translate languages, Write code, solve crossword puzzles, Be a chatbot ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "NRgfgtzIhBQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Introduction and Basics - Python Reddit API Wrapper (PRAW) tutorial p.1", "Time Created": "", "Time Published": "2017-08-07T13:43:29Z", "Duration": "", "Description": "In this tutorial miniseries, we're going to be covering the Python Reddit API Wrapper, PRAW. Reddit is a place for just about ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "vvC15l4CY1Q", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Optimizing Neural Network Structures with Keras-Tuner", "Time Created": "", "Time Published": "2019-12-21T15:01:42Z", "Duration": "", "Description": "Tuning and optimizing neural networks with the Keras-Tuner package: https://keras-team.github.io/keras-tuner/ Kite AI ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "txh3TQDwP1g", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch - P.9 Introducing Optimization and derivatives", "Time Created": "", "Time Published": "2021-08-02T22:08:08Z", "Duration": "", "Description": "Introducing the challenge of optimization and the concepts of derivatives NNFS series playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "tMrbN67U9d4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch - P.3 The Dot Product", "Time Created": "", "Time Published": "2020-04-24T14:27:00Z", "Duration": "", "Description": "Neural Networks from Scratch book: https://nnfs.io NNFSiX Github: https://github.com/Sentdex/NNfSiX Playlist for this series: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "XbWhJdQgi7E", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Reinforcement Learning with Stable Baselines 3 - Introduction (P.1)", "Time Created": "", "Time Published": "2022-02-05T15:56:01Z", "Duration": "", "Description": "Welcome to a tutorial series covering how to do reinforcement learning with the Stable Baselines 3 (SB3) package. The objective ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ReakZVh2Xwk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Save Classifier with Pickle - Natural Language Processing With Python and NLTK p.14", "Time Created": "", "Time Published": "2015-05-15T15:00:52Z", "Duration": "", "Description": "As you will likely find with any form of data analysis, there is going to be some sort of processing bottleneck, that you repeat over ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "RxZKbEmm7z0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Kivy with Python tutorial Part 12 - Adding better Navigation", "Time Created": "", "Time Published": "2015-02-27T01:32:22Z", "Duration": "", "Description": "In this Kivy application development tutorial, we cover how to add on top of our previous example with a button that heads back ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "SN0VwEt2huo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "NNFS Update #2: Content done", "Time Created": "", "Time Published": "2020-09-25T17:49:03Z", "Duration": "", "Description": "More info: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "lhMXDqQHf9g", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Line Finding with Hough Lines - Python plays Grand Theft Auto 5 p.5", "Time Created": "", "Time Published": "2017-04-10T14:59:29Z", "Duration": "", "Description": "In this Python plays Grand Theft Auto tutorial, we're going to incorporate the Hough Line finding functionality from OpenCV.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "eOv1aPRE1jo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "More Choices for AI - Python AI in StarCraft II tutorial p.15", "Time Created": "", "Time Published": "2018-07-31T17:12:21Z", "Duration": "", "Description": "Welcome to part 15 of the AI in StarCraft II series with Python, where we will be building out our new choices for our AI to take.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "A4K6D_gx2Iw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "How to use your trained model - Deep Learning basics with Python, TensorFlow and Keras p.6", "Time Created": "", "Time Published": "2018-08-31T12:58:21Z", "Duration": "", "Description": "In this part, we're going to cover how to actually use your model. We will us our cats vs dogs neural network that we've been ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Wgyb5y4nX_g", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Bitcoin Protocol Tutorial - Privacy Section", "Time Created": "", "Time Published": "2014-02-11T00:07:46Z", "Duration": "", "Description": "Bitcoin Protocol Paper Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "6j6M2MtEqi8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Part of Speech Tagging - Natural Language Processing With Python and NLTK p.4", "Time Created": "", "Time Published": "2015-05-04T13:09:56Z", "Duration": "", "Description": "Part of Speech tagging does exactly what it sounds like, it tags each word in a sentence with the part of speech for that word.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "nSYFfWijl8U", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Syntax - Go Lang Practical Programming Tutorial p.2", "Time Created": "", "Time Published": "2017-10-21T17:58:44Z", "Duration": "", "Description": "Welcome to part 2 of the Go programming tutorial series. In the previous tutorial, we got everything set up and ran our first basic ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "62keA5pdykM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Cloud vs Local GPU Hosting (what to use and when?)", "Time Created": "", "Time Published": "2019-09-14T14:00:53Z", "Duration": "", "Description": "How to use cloud GPUs: https://pythonprogramming.net/cloud-gpu-compare-and-setup-linode-rtx-6000/ Channel membership: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "i2yPxY2rOzs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Data - Deep Learning and Neural Networks with Python and Pytorch p.2", "Time Created": "", "Time Published": "2019-09-24T14:16:05Z", "Duration": "", "Description": "So now that you know the basics of what Pytorch is, let's apply it using a basic neural network example. The very first thing we ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "QuifITlv0P4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "File Saving - PyQt with Python GUI Programming tutorial 15", "Time Created": "", "Time Published": "2015-06-12T19:12:08Z", "Duration": "", "Description": "In this PyQT4 GUI application development tutorial, we cover how to save our edited files with the file picker and some more code.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "aiyDhZB6XC4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Buffering and Iterating over Channels - Go Lang Practical Programming Tutorial p.23", "Time Created": "", "Time Published": "2017-11-12T15:16:21Z", "Duration": "", "Description": "In the previous tutorial, we covered how to use channels to send and receive values with goroutines. That said, it was just a basic ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "93f9_bJQdHk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Pointer Receivers - Go Lang Practical Programming Tutorial p.8", "Time Created": "", "Time Published": "2017-10-23T13:16:53Z", "Duration": "", "Description": "Welcome to part 8 of the Go programming tutorial series, where we're talking about methods in Go lang. So far, we've used our ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "FjwD0SOGQ1k", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Kivy Intro - Mobile and Desktop App Dev w/ Python", "Time Created": "", "Time Published": "2019-04-23T13:22:29Z", "Duration": "", "Description": "Kivy is a multi-platform GUI development library for Python, running on Windows, Mac, Linux, Android and iOS. The idea is, you ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "z33vwdHrAFM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Button Functions - PyQt with Python GUI Programming tutorial 4", "Time Created": "", "Time Published": "2015-05-28T13:16:23Z", "Duration": "", "Description": "In this PyQT4 tutorial, we cover how to create our own button functions and methods. sample code: http://pythonprogramming.net ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ne-dpRdNReI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Cryptocurrency-predicting RNN intro - Deep Learning w/ Python, TensorFlow and Keras p.8", "Time Created": "", "Time Published": "2018-09-15T12:47:12Z", "Duration": "", "Description": "Welcome to part 8 of the Deep Learning with Python, Keras, and Tensorflow series. In this tutorial, we're going to work on using a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hsnch676Lco", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Scheduling tasks/functions/methods - Kivy Mobile and Desktop App Dev w/ Python", "Time Created": "", "Time Published": "2019-04-26T14:23:24Z", "Duration": "", "Description": "In this part of the Kivy tutorials, we're going to cover how to schedule tasks to run (either just once, or repeatedly), as well as ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "gmjzbpSVY1A", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch - P.5 Hidden Layer Activation Functions", "Time Created": "", "Time Published": "2020-05-14T13:52:15Z", "Duration": "", "Description": "Neural Networks from Scratch book, access the draft now: https://nnfs.io NNFSiX Github: https://github.com/Sentdex/NNfSiX ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ZS-IM9C3eFg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Unsupervised Machine Learning - Flat Clustering with KMeans with Scikit-learn and Python", "Time Created": "", "Time Published": "2015-02-01T16:49:26Z", "Duration": "", "Description": "This unsupervised machine learning tutorial covers flat clustering, which is where we give the machine an unlabeled data set, and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ks4MPfMq8aQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Intro and Screen reading - Python plays Grand Theft Auto V p.1", "Time Created": "", "Time Published": "2017-04-10T14:56:07Z", "Duration": "", "Description": "The purpose of this project is to use Python to play Grand Theft Auto 5. There are many things to do in GTA V, but our first goal will ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "UieiMU-ImvI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Bitcoin Protocol Explained 1 - Bitcoin paper broken down step by step.", "Time Created": "", "Time Published": "2014-01-27T17:45:59Z", "Duration": "", "Description": "Bitcoin Protocol Paper Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "GPtGYfCV1hY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Jetson Nano review and Object Detection ft. TensorRT", "Time Created": "", "Time Published": "2019-07-20T14:49:15Z", "Duration": "", "Description": "The Jetson Nano devkit is a $99 AI/ML focused computer. Think of it like a Raspberry Pi on steroids. We will check out what the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "UKXx4e9PotI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 Programming Tutorial - Installing modules", "Time Created": "", "Time Published": "2014-04-21T04:38:09Z", "Duration": "", "Description": "At this point, you've got all the basics necessary to start employing modules. We still have to teach classes, among a few other ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "fPufVcItDzs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Groupby - Data Analysis with Python and Pandas p.3", "Time Created": "", "Time Published": "2019-02-27T14:27:07Z", "Duration": "", "Description": "Hello and welcome to another data analysis with Python and Pandas tutorial. In this tutorial, we're going to change up the dataset ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "7DXQH7bMvZ8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Adding Concurrency to our Web App - Go Lang Practical Programming Tutorial p.24", "Time Created": "", "Time Published": "2017-11-12T15:19:06Z", "Duration": "", "Description": "Welcome to part 24 of the Go Programming tutorial series. In this tutorial, we're going to be applying goroutines and channels in ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ZCceigT2A6I", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Types - Go Lang Practical Programming Tutorial p.3", "Time Created": "", "Time Published": "2017-10-21T17:58:49Z", "Duration": "", "Description": "Welcome to part 3 of the Go programming tutorial series. In the previous tutorial, we covered some basics on imports and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "jjmwM92xwq0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Balancing RNN sequence data - Deep Learning w/ Python, TensorFlow and Keras p.10", "Time Created": "", "Time Published": "2018-09-17T13:41:08Z", "Duration": "", "Description": "Welcome to the next part of our Deep Learning with Python, TensorFlow, and Keras tutorial series. In this tutorial, we're going to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hWgGJeAvLws", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Recurrent Neural Networks (RNN) - Deep Learning with Neural Networks and TensorFlow 10", "Time Created": "", "Time Published": "2016-09-13T13:41:11Z", "Duration": "", "Description": "In this Deep Learning with TensorFlow tutorial, we cover the basics of the Recurrent Neural Network, along with the LSTM (Long ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "jBUpjijYtCk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Multiple Windows/Frames in Tkinter GUI with Python - Tkinter tutorial Python 3.4 p. 4", "Time Created": "", "Time Published": "2014-11-02T17:54:36Z", "Duration": "", "Description": "Tkinter GUI TutorialPlaylist: http://www.youtube.com/playlist?list=PLQVvvaa0QuDclKx-QpC9wntnURXVJqLyk In this Tkinter / tk ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "afITiFR6vfw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 19 - subplots", "Time Created": "", "Time Published": "2015-07-12T02:06:31Z", "Duration": "", "Description": "In this Matplotlib tutorial, we're going to be discussion subplots. There are two major ways to handle for subplots, which are used ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-PATP8IZq5A", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Parsing XML - Go Lang Practical Programming Tutorial p.11", "Time Created": "", "Time Published": "2017-10-28T11:53:53Z", "Duration": "", "Description": "Welcome to part 11 of the Go programming tutorial series. In this tutorial, we're going to cover how we can go about parsing this ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "8A4dqoGL62E", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Sockets Tutorial with Python 3 part 2 - buffering and streaming data", "Time Created": "", "Time Published": "2019-03-12T17:39:40Z", "Duration": "", "Description": "Welcome to part 2 of the sockets tutorial with Python. In the previous tutorial, we learned how we could send and receive data ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "HlLK5BA0wT0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Starcraft 2 AI with Python - Introduction (p.1)", "Time Created": "", "Time Published": "2022-03-05T16:55:01Z", "Duration": "", "Description": "Welcome to a tutorial for building artificial intelligence agents within Blizzard's Starcraft 2 game. I visited this topic some years ago, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "OCBZtgQGt1I", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Open AI\u2019s Whisper is Amazing!", "Time Created": "", "Time Published": "2022-10-06T12:12:36Z", "Duration": "", "Description": "OpenAI's Whisper is a speech to text, or automatic speech recognition model. It is a \"weakly supervised\" encoder-decoder ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "xwPWcFKeIac", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Mutability revisited - Python 3 Programming Tutorial p.8", "Time Created": "", "Time Published": "2018-11-02T15:58:17Z", "Duration": "", "Description": "In this part, we're going to revisit the topic of mutable and immutable objects. This concept is masked pretty well in Python, which, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Dgo7F-lpyYE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Brain Computer Interface w/ Python and OpenBCI for EEG data", "Time Created": "", "Time Published": "2019-10-28T13:54:52Z", "Duration": "", "Description": "Learning how to read EEG data in Python for the purposes of creating a brain computer interface with hopes of doing things like ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "JQzepQoZYi0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Bitcoin Protocol for Dummies #2 - Intro section", "Time Created": "", "Time Published": "2014-02-01T00:42:26Z", "Duration": "", "Description": "Bitcoin Protocol Paper Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Z78zbnLlPUA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Intro and loading Images - OpenCV with Python for Image and Video Analysis 1", "Time Created": "", "Time Published": "2015-12-16T16:14:36Z", "Duration": "", "Description": "Welcome to a tutorial series, covering OpenCV, which is an image and video processing library with bindings in C++, C, Python, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "JxUVXbS1pXQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Kivy with Python tutorial Part 9 - Builder for loading .kv Files Smarter", "Time Created": "", "Time Published": "2015-02-26T16:44:43Z", "Duration": "", "Description": "In this Kivy application development tutorial, we cover the Kivy builder, which can be used to explicitly load in your Kivy files, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "phTnbmXM06g", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Can we simulate a real robot?", "Time Created": "", "Time Published": "2021-10-13T15:22:16Z", "Duration": "", "Description": "A journey through trying to find a high quality physics simulator for a robot dog/quadruped (using the Petoi Bittle in this case).", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "BvgPM9-krOY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 Programming Tutorial: Math", "Time Created": "", "Time Published": "2014-01-22T03:00:47Z", "Duration": "", "Description": "Math is a pretty popular topic, so we should probably learn how to do it in Python 3. Luckily for us, math is so very popular that it ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "TKAXDqoG2dc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "NLTK Corpora - Natural Language Processing With Python and NLTK p.9", "Time Created": "", "Time Published": "2015-05-10T14:43:34Z", "Duration": "", "Description": "Remember from the beginning, we talked about this term, \"corpora.\" Again, corpora is just a body of texts. Generally, corpora are ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "mXuEoqK4bEc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Cython Tutorial - Bridging between Python and C/C++ for performance gains", "Time Created": "", "Time Published": "2017-07-10T23:19:48Z", "Duration": "", "Description": "Welcome to a Cython tutorial. The purpose of Cython is to act as an intermediary between Python and C/C++. At its heart, Cython ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "P-yxB3muUmM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python Plays GTA V: Reboot - Announcement", "Time Created": "", "Time Published": "2022-05-03T15:09:23Z", "Duration": "", "Description": "Live self-driving car model training: https://twitch.tv/sentdex Neural Networks from Scratch book: https://nnfs.io Channel ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Iqjy9UqKKuo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Data Analysis with Python and Pandas Tutorial Introduction", "Time Created": "", "Time Published": "2015-09-14T15:11:13Z", "Duration": "", "Description": "Pandas is a Python module, and Python is the programming language that we're going to use. The Pandas module is a high ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "0hN6vSSHT0I", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Opening files with file picker - PyQt with Python GUI Programming tutorial 14", "Time Created": "", "Time Published": "2015-06-09T17:16:08Z", "Duration": "", "Description": "In this PyQT4 GUI application development tutorial, we cover how to open a file in our editor application with the file picker widget.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "_z86t7LerrQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "What Can Huge Neural Networks do?", "Time Created": "", "Time Published": "2021-08-06T14:57:04Z", "Duration": "", "Description": "An actually-open-AI model is available for you to download the weights to and tinker with, GPT-J. It's a 6 billion parameter large ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "tWqbl9IUdCg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Direct Input - Python plays Grand Theft Auto 5 p.3", "Time Created": "", "Time Published": "2017-04-10T14:56:23Z", "Duration": "", "Description": "In this Python plays Grand Theft Auto 5 tutorial, we address the issue of automatically sending input to the game. I had thought we ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "EY6ZCPxqEtM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Game Development in Python 3 With PyGame - 16 - Convert to executable", "Time Created": "", "Time Published": "2014-10-13T14:39:42Z", "Duration": "", "Description": "See http://pythonprogramming.net for sample code PyGame with Python 3 Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "h98js2usaVo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "ROI - Python plays Grand Theft Auto 5 p.4", "Time Created": "", "Time Published": "2017-04-10T14:56:45Z", "Duration": "", "Description": "Now that we're reading frames, and can do input, we're back on the task of trying to do some self-driving. In order to do this, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "jXzkxsT9gxM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Thresholding - OpenCV with Python for Image and Video Analysis 6", "Time Created": "", "Time Published": "2015-12-22T21:13:26Z", "Duration": "", "Description": "Welcome to another OpenCV tutorial. In this tutorial, we'll be covering thresholding for image and video analysis. The idea of ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "omz_NdFgWyU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch - P.6 Softmax Activation", "Time Created": "", "Time Published": "2020-12-18T14:48:42Z", "Duration": "", "Description": "The what and why of the Softmax Activation function with deep learning. Neural Networks from Scratch book: https://nnfs.io Playlist ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "QjAu5lJo4zs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Introduction - Halite II 2017 Artificial Intelligence Competition p.1", "Time Created": "", "Time Published": "2017-12-22T15:09:34Z", "Duration": "", "Description": "Halite a multi-player game environment, where you write a bot in just about any major programming language, and you can ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "CIQ20FWs478", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Home Lab Build - P.1 - Building a NAS", "Time Created": "", "Time Published": "2022-06-15T13:27:20Z", "Duration": "", "Description": "My home lab journey. Part 2: https://youtu.be/BVWmstt0AWM Server rack: StarTech.com 42U 19\" Open Frame Server Rack - 4 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "1gQR24B3ISE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Training Convnet - Deep Learning and Neural Networks with Python and Pytorch p.6", "Time Created": "", "Time Published": "2019-10-07T13:30:48Z", "Duration": "", "Description": "Welcome to part 6 of the deep learning with Python and Pytorch tutorials. Leading up to this tutorial, we've covered how to make a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "MyAOtvwTkT0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Adapting to video feed - TensorFlow Object Detection API Tutorial p.2", "Time Created": "", "Time Published": "2017-08-22T12:49:42Z", "Duration": "", "Description": "Welcome to part 2 of the TensorFlow Object Detection API tutorial. In this tutorial, we're going to cover how to adapt the sample ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "sUbTomWUvZk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "A new addition to the fleet - Puget Workstation overview", "Time Created": "", "Time Published": "2021-12-06T19:31:17Z", "Duration": "", "Description": "General overview and review of my latest PC build from Puget (https://hubs.ly/H0-By8Q0) Bittle robot dogs and reinforcement ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "UsCQXe1OHZk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 Tutorial: Print Function and Strings", "Time Created": "", "Time Published": "2014-01-22T02:40:27Z", "Duration": "", "Description": "The print function in Python is a function that outputs to your console window whatever you say you want to print out. At first blush ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hF7W25QgmW0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Font Widget - PyQt with Python GUI Programming tutorial 11", "Time Created": "", "Time Published": "2015-06-05T23:36:07Z", "Duration": "", "Description": "In this PyQT4 GUI application development tutorial, we cover the font widget, which can be used for changing fonts and sizes.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "yD0_1DPmfKM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Django Web Development with Python Introduction", "Time Created": "", "Time Published": "2019-01-21T15:08:36Z", "Duration": "", "Description": "Welcome to the updated web development in Python with the Django web framework tutorial series. In these tutorials, we will be ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "CBTbifYx6a8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Q-Learning Agent Analysis - Reinforcement Learning p.3", "Time Created": "", "Time Published": "2019-06-05T14:56:52Z", "Duration": "", "Description": "Welcome to part 3 of the Reinforcement Learning series as well as part 3 of the Q learning parts. Up to this point, we've ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "a7Og0ImTg9Q", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Generative Model Basics - Unconventional Neural Networks p.1", "Time Created": "", "Time Published": "2018-04-04T13:09:10Z", "Duration": "", "Description": "Hello and welcome to a series where we will just be playing around with neural networks. The idea here is to poke around with ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "qTyj2R-wcks", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Sentiment Analysis in Python with TextBlob and VADER Sentiment (also Dash p.6)", "Time Created": "", "Time Published": "2018-02-27T17:03:29Z", "Duration": "", "Description": "What's going on everyone and welcome to a quick tutorial on doing sentiment analysis with Python. Today, I am going to be ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Blw7OF_-hXk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 13 - spines and horizontal lines", "Time Created": "", "Time Published": "2015-07-12T02:06:03Z", "Duration": "", "Description": "Welcome to another customization tutorial, where we discuss spines and horizontal lines with Matplotlib. Something you might ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "qpfAAo9D0F4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "The COOLEST Deep Learning Machine - The Comino Grando RM V2 Short", "Time Created": "", "Time Published": "2022-02-11T17:00:56Z", "Duration": "", "Description": "Checking out a fully custom water-cooled build with 4 A100 40GB cards. An insane powerhouse in a tiny form factor. Comino ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "kq2Gjv_pPe8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Creating TFRecords - TensorFlow Object Detection API Tutorial p.4", "Time Created": "", "Time Published": "2017-08-25T14:04:22Z", "Duration": "", "Description": "Welcome to part 4 of the TensorFlow Object Detection API tutorial series. In this part of the tutorial, we're going to cover how to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "edWI4ZnWUGg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Stream, FPV, and more data - Python plays GTA p.15", "Time Created": "", "Time Published": "2017-05-08T15:18:21Z", "Duration": "", "Description": "Our AI friend here, Charles, is a convolutional neural network that learns to drive through deep learning. At the moment, Charles ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ip0mYTLlldw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Robotics with Python Raspberry Pi and GoPiGo Introduction", "Time Created": "", "Time Published": "2015-08-22T13:48:07Z", "Duration": "", "Description": "Learning to program robots is both rewarding and challenging. The aim with this tutorial series is to make programming and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "krxuhSARhAs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Determining insert - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.4", "Time Created": "", "Time Published": "2017-11-26T15:14:58Z", "Duration": "", "Description": "Welcome to part 4 of the chatbot with Python and TensorFlow tutorial series. Leading up to this, we've gotten our data and begun ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "T6y2LRcX9qM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 20 - implementing subplots to our stock chart", "Time Created": "", "Time Published": "2015-07-12T02:06:36Z", "Duration": "", "Description": "In this Matplotlib tutorial, we'll be handling our previous tutorial's code, and implementing the subplot configuration from the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ZueoXMgCd1c", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Clustering Introduction - Practical Machine Learning Tutorial with Python p.34", "Time Created": "", "Time Published": "2016-06-07T15:07:48Z", "Duration": "", "Description": "In this tutorial, we shift gears and introduce the concept of clustering. Clustering is form of unsupervised machine learning, where ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Dmo8eZG5I2w", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Qt Designer - PyQt with Python GUI Programming tutorial", "Time Created": "", "Time Published": "2015-06-13T15:14:40Z", "Duration": "", "Description": "The Qt Designer, which comes with PyQt, allows us to utilize a Graphical User Interface to help us make a graphical user interface!", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "0mAesfFt4us", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Checking out one of the world\u2019s first NVIDIA DGX Station A100s", "Time Created": "", "Time Published": "2021-04-12T17:01:59Z", "Duration": "", "Description": "Learn more about the DGX Station A100 webpage: https://nvda.ws/3uiln1U GTC21 is free for everyone this year and is April ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Uo9MSE2Gbzs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "HTML templates - Go Lang Practical Programming Tutorial p.16", "Time Created": "", "Time Published": "2017-11-02T18:54:59Z", "Duration": "", "Description": "Welcome to part 16 of the Go Language tutorial series, in this tutorial we will be covering HTML templates with Go. While we can ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "BpPJxtOk8uw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Machine Learning with Scikit-learn - Data Analysis with Python and Pandas p.6", "Time Created": "", "Time Published": "2019-03-04T15:04:28Z", "Duration": "", "Description": "How to include the Pandas data analysis library into your machine learning workflow. Text-based tutorial: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "1i0zu9jHN6U", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "K Nearest Neighbors Application - Practical Machine Learning Tutorial with Python p.14", "Time Created": "", "Time Published": "2016-05-01T15:40:53Z", "Duration": "", "Description": "In the last part we introduced Classification, which is a supervised form of machine learning, and explained the K Nearest ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "A5AcNuXPefY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 30 - 3d scatter plot", "Time Created": "", "Time Published": "2015-07-12T02:10:06Z", "Duration": "", "Description": "Welcome to another 3D Matplotlib tutorial, covering how to graph a 3D scatter plot. Graphing a 3D scatter plot is very similar to the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "q7Bo_J8x_dw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 1 - Introduction and Line", "Time Created": "", "Time Published": "2015-07-12T02:04:42Z", "Duration": "", "Description": "Welcome to a Matplotlib with Python 3+ tutorial series. In this series, we're going to be covering most aspects to the Matplotlib data ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "chk2rRjSn5o", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Intro and creating a virtual machine - Google Cloud Python Tutorials p.1", "Time Created": "", "Time Published": "2017-03-21T15:22:18Z", "Duration": "", "Description": "Welcome everyone to a tutorial series on Google Cloud. With Google Cloud, we can do things from running a typical virtual ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "44jq6ano5n0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Classification w/ K Nearest Neighbors Intro - Practical Machine Learning Tutorial with Python p.13", "Time Created": "", "Time Published": "2016-04-29T13:50:58Z", "Duration": "", "Description": "We begin a new section now: Classification. In covering classification, we're going to cover two major classificiation algorithms: K ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "U2nNI9Yp_0g", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Robot Dogs: A Programmer's Best Friend", "Time Created": "", "Time Published": "2021-08-23T13:46:59Z", "Duration": "", "Description": "My personal introduction to quadrupeds. XGO Mini Kickstarter: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "MNLmQJtCCZY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 Programming Tutorial - Matplotlib plotting from a CSV", "Time Created": "", "Time Published": "2014-08-11T13:47:15Z", "Duration": "", "Description": "In this Python 3 tutorial, we cover how to plot in Matplotlib from a CSV file. Sample code for this basics series: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "E6gvtfQHJUs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Geographical Plotting with Python Part 1 - Your first Geo Chart!", "Time Created": "", "Time Published": "2013-09-29T22:20:54Z", "Duration": "", "Description": "Series playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Et--T7SKHnk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Game Development in Python 3 With PyGame - 17 - Pause function", "Time Created": "", "Time Published": "2014-10-15T15:37:33Z", "Duration": "", "Description": "See http://pythonprogramming.net for sample code PyGame with Python 3 Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "udPY5rQVoW0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Playing a Neural Network's version of GTA V: GAN Theft Auto", "Time Created": "", "Time Published": "2021-06-18T13:40:13Z", "Duration": "", "Description": "GAN Theft Auto is a Generative Adversarial Network that recreates the Grand Theft Auto 5 environment. It is created using a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "aPCZcv-5qfA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Quantum Computer Programming w/ Qiskit", "Time Created": "", "Time Published": "2019-11-30T14:40:42Z", "Duration": "", "Description": "A practical and applied introduction to quantum computer programming, using IBM's free cloud-based quantum machines and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "udu6i1I0mqQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Garage Stop Light GPIO project - Raspberry Pi and Python tutorials p.8", "Time Created": "", "Time Published": "2017-04-05T00:53:13Z", "Duration": "", "Description": "In this Raspberry Pi tutorial, we're going to put together what we've learned so far to create a garage stop-light. The idea of a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "K_mFnvzyLvc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Tracking Custom Objects - TensorFlow Object Detection API Tutorial p.3", "Time Created": "", "Time Published": "2017-08-25T13:49:52Z", "Duration": "", "Description": "Welcome to part 3 of the TensorFlow Object Detection API tutorial series. In this part and the subsequent few, we're going to cover ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "8xHT7GZndJA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Function Parameters and Typing - Python 3 Programming Tutorial p.7", "Time Created": "", "Time Published": "2018-11-01T15:58:36Z", "Duration": "", "Description": "In this tutorial, we're going to be covering function parameters. The idea of function parameters is that we can make our functions ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "9-vOd0UzHKY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Indexes and slices - Python 3 Programming Tutorial p.5", "Time Created": "", "Time Published": "2018-10-30T16:10:20Z", "Duration": "", "Description": "Using indexes to modify our Tic Tac Toe game board Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "nrkT06sVojE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Monte Carlo Simulation and Python 6 - Bettor Statistics", "Time Created": "", "Time Published": "2014-03-24T23:30:01Z", "Duration": "", "Description": "Monte Carlo Simulation with Python Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "S6GVXk6kbcs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "First hour with a Kaggle Challenge", "Time Created": "", "Time Published": "2020-03-21T13:32:52Z", "Duration": "", "Description": "Neural Networks from Scratch: https://nnfs.io Channel membership: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "riXD5lSInJ4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "User Registration - Django Web Development with Python p.6", "Time Created": "", "Time Published": "2019-01-28T15:23:28Z", "Duration": "", "Description": "Hello and welcome to part 6 of the web development in Python with Django tutorials. In this tutorial, we're going to work on ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "37Zj955LFT0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Live Graphs with Events - Data Visualization GUIs with Dash and Python p.4", "Time Created": "", "Time Published": "2018-02-15T14:06:12Z", "Duration": "", "Description": "How to create live graphs in Python with Dash, the browser-based data visualization application framework. Text tutorials and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "1hlaMPzAUZ0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Game Development in Python 3 With PyGame - 12 - Button interaction", "Time Created": "", "Time Published": "2014-10-10T19:58:00Z", "Duration": "", "Description": "See http://pythonprogramming.net for sample code PyGame with Python 3 Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dvn6OAEi2G0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Normalizing and creating sequences Crypto RNN - Deep Learning w/ Python, TensorFlow and Keras p.9", "Time Created": "", "Time Published": "2018-09-16T12:48:51Z", "Duration": "", "Description": "Leading up to this tutorial, we've learned about recurrent neural networks, deployed one on a simpler dataset, and now we are ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "6-IdBGgjo3M", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "120GB of VRAM - Boxx Workstation review", "Time Created": "", "Time Published": "2020-03-13T13:01:26Z", "Duration": "", "Description": "Boxx: https://boxx.com Neural Networks from Scratch: https://nnfs.io Cloud vs Local GPUs: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "yvwxbkKX9dc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Tweaking Custom Environment Rewards - Reinforcement Learning with Stable Baselines 3 (P.4)", "Time Created": "", "Time Published": "2022-02-08T15:18:17Z", "Duration": "", "Description": "Helping our reinforcement learning algorithm to learn better by tweaking the environment rewards. Text-based tutorial and sample ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "KTeVOb8gaD4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Scikit Learn Machine Learning SVM Tutorial with Python p. 2 - Example", "Time Created": "", "Time Published": "2014-12-22T23:55:03Z", "Duration": "", "Description": "In this machine learning tutorial, we cover a very basic, yet powerful example of machine learning for image recognition. The point ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "rDodciQhfS8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Full Dash App - Data Visualization GUIs with Dash and Python p.12", "Time Created": "", "Time Published": "2018-03-15T13:37:35Z", "Duration": "", "Description": "Running through the larger Dash sentiment streaming application. Github source: https://github.com/Sentdex/socialsentiment/ ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "EQZaSuK-PHs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Unsupervised Machine Learning - Hierarchical Clustering with Mean Shift Scikit-learn and Python", "Time Created": "", "Time Published": "2015-02-02T15:40:56Z", "Duration": "", "Description": "This machine learning tutorial covers unsupervised learning with Hierarchical clustering. This is clustering where we allow the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "2vQfMAEu670", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Scikit Learn Machine Learning Tutorial for investing with Python p. 5", "Time Created": "", "Time Published": "2014-12-25T23:49:15Z", "Duration": "", "Description": "In this video, we build on the previous machine learning with scikit-learn tutorial, and we're going to be pulling out the specific ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "JoR5HCs0n0s", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Autoencoders in Python with Tensorflow/Keras", "Time Created": "", "Time Published": "2021-03-01T15:27:24Z", "Duration": "", "Description": "Text-based tutorial and sample code: https://pythonprogramming.net/autoencoders-tutorial/ Neural Networks from Scratch book: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "535acCxjHCI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Facial Recognition with Python and the face_recognition library", "Time Created": "", "Time Published": "2020-03-08T18:09:04Z", "Duration": "", "Description": "Welcome to a tutorial for implementing the face recognition package for Python. The purpose of this package is to make facial ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Beu5_JZEWsI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 Programming Tutorial - Classes", "Time Created": "", "Time Published": "2014-04-20T23:26:12Z", "Duration": "", "Description": "Welcome to another Python 3 basics tutorial. This tutorial is going to be covering the basics of classes in python. For the most part, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "TQJRM8hIbXA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Pop-up message window - Tkinter tutorial Python 3.4 part 12", "Time Created": "", "Time Published": "2014-11-23T20:32:06Z", "Duration": "", "Description": "Tkinter GUI Tutorial Playlist: http://www.youtube.com/playlist?list=PLQVvvaa0QuDclKx-QpC9wntnURXVJqLyk Here, we cover ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "J_Cy_QjG6NE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Intro - Data Visualization GUIs with Dash and Python p.1", "Time Created": "", "Time Published": "2018-02-12T15:43:43Z", "Duration": "", "Description": "How to create browser-based interactive data visualization interfaces with Python and Dash Text tutorials and sample code: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Uv4ZLaV6a9g", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Maps - Go Lang Practical Programming Tutorial p.14", "Time Created": "", "Time Published": "2017-10-30T13:51:41Z", "Duration": "", "Description": "Welcome to part 14 of the Go programming tutorial series, where we're going to cover maps. In the previous tutorial, we've been ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "v07t_GEIQzI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "OpenCV - Python plays Grand Theft Auto 5 p.2", "Time Created": "", "Time Published": "2017-04-10T14:56:15Z", "Duration": "", "Description": "Now that we're confident that we can at least get the screen data, the next thing we want to do is run some OpenCV operations on ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "AbVtcUBlBok", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Creating an SVM from scratch - Practical Machine Learning Tutorial with Python p.25", "Time Created": "", "Time Published": "2016-05-23T16:22:33Z", "Duration": "", "Description": "Welcome to the 25th part of our machine learning tutorial series and the next part in our Support Vector Machine section. In this ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Zw6M-BnAPP0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "How to add a Matplotlib Graph to Tkinter Window in Python 3 - Tkinter tutorial Python 3.4 p. 6", "Time Created": "", "Time Published": "2014-11-13T02:24:06Z", "Duration": "", "Description": "Tkinter GUI TutorialPlaylist: http://www.youtube.com/playlist?list=PLQVvvaa0QuDclKx-QpC9wntnURXVJqLyk In this tkinter tutorial ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "4WM6hB7l4Lc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Scikit Learn Machine Learning Tutorial for investing with Python p. 12", "Time Created": "", "Time Published": "2015-01-03T22:41:05Z", "Duration": "", "Description": "In this machine learning with sklearn and Python tutorial video, we cover how to grab more data features from our data set for us to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "AleGZ9dkfPs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Scikit Learn Machine Learning Tutorial for investing with Python p. 3", "Time Created": "", "Time Published": "2014-12-23T18:24:44Z", "Duration": "", "Description": "In this part of our machine learning tutorial with scikit-learn and Python, we're covering how to acquire, label and organize our ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "9IfT8KXX_9c", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Kernels Introduction - Practical Machine Learning Tutorial with Python p.29", "Time Created": "", "Time Published": "2016-05-29T13:30:52Z", "Duration": "", "Description": "In this machine learning tutorial, we introduce the concept of Kernels. Kernels can be used with the Support Vector Machine in ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "J1F32aVSYaU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Programming Autonomous self-driving cars with Carla and Python", "Time Created": "", "Time Published": "2019-08-09T12:44:37Z", "Duration": "", "Description": "Checking out Carla, which is an open source autonomous driving simulator. Carla creates a sort of open world with streets, other ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dLP-2Y6yu70", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Saving and Loading Models - Stable Baselines 3 Tutorial (P.2)", "Time Created": "", "Time Published": "2022-02-06T15:48:54Z", "Duration": "", "Description": "How to save and load models in Stable Baselines 3 Text-based tutorial and sample code: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "nszkfvOXv4w", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Game Development in Python 3 With PyGame - 9 - Drawing", "Time Created": "", "Time Published": "2014-10-10T19:57:29Z", "Duration": "", "Description": "See http://pythonprogramming.net for sample code PyGame with Python 3 Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "tW3zHIOudgo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Bitcoin Protocol Explained #3 - Transactions", "Time Created": "", "Time Published": "2014-02-01T20:34:49Z", "Duration": "", "Description": "Bitcoin Protocol Paper Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "S5Dn1HjBPA4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 14 - candlestick OHLC graphs", "Time Created": "", "Time Published": "2015-07-12T02:06:08Z", "Duration": "", "Description": "In this Matplotlib tutorial, we're going to cover how to create open, high, low, close (OHLC) candlestick charts within Matplotlib.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "t8hG0WnyHgU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Built-in Functions - Python 3 Programming Tutorial p.4", "Time Created": "", "Time Published": "2018-10-30T15:58:23Z", "Duration": "", "Description": "Learning how to use built-in functions, and where to find more! https://docs.python.org/3/library/functions.html Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "4z9trGhCbfk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Installation and Setup of Operating System (Raspbian) - Raspberry Pi and Python tutorials p.2", "Time Created": "", "Time Published": "2017-04-03T13:15:13Z", "Duration": "", "Description": "In this Raspberry Pi tutorial, we're going to install and setup our operating system, Raspbian Assuming you've got your board, and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "t3fbETsIBCY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Deep Q Learning w/ DQN - Reinforcement Learning p.5", "Time Created": "", "Time Published": "2019-06-21T14:16:08Z", "Duration": "", "Description": "Hello and welcome to the first video about Deep Q-Learning and Deep Q Networks, or DQNs. Deep Q Networks are the deep ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "tf3ezjeTpfI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Lists & Tic Tac Toe Game - Python 3 Programming Tutorial p.3", "Time Created": "", "Time Published": "2018-10-29T15:58:37Z", "Duration": "", "Description": "Learning about lists and beginning our Tic Tac Toe project! Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "v3LJ6VvpfgI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Introduction and Collecting Minerals - Python AI in StarCraft II tutorial p.1", "Time Created": "", "Time Published": "2018-06-21T13:25:01Z", "Duration": "", "Description": "Welcome to a tutorial series where we will be creating Python bots and AI for the game: StarCraft II. Around mid 2017, DeepMind ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "CV7_stUWvBQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Socket Chatroom server - Creating chat application with sockets in Python", "Time Created": "", "Time Published": "2019-04-02T14:00:19Z", "Duration": "", "Description": "We've made it through the basics of working with sockets, and now we're ready to try to actually build something with them, so, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "8I2fMqrruwc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Buttons & Events - Kivy Mobile and Desktop App Dev w/ Python", "Time Created": "", "Time Published": "2019-04-24T13:15:21Z", "Duration": "", "Description": "Welcome to part 2 of the Kivy tutorials. In this tutorial, we're going to be working on buttons and events. Text-based tutorial and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dmLBvRnlFHk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Generating with MNIST - Unconventional Neural Networks p.3", "Time Created": "", "Time Published": "2018-04-06T14:04:34Z", "Duration": "", "Description": "Hello and welcome to part 3 of our series of experimenting with neural networks. In this tutorial, we're going to take the same ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "6qbW7Ki9NUc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Teaching Robots to Walk w/ Reinforcement Learning", "Time Created": "", "Time Published": "2021-11-28T16:47:58Z", "Duration": "", "Description": "Robot sim adventure video part two, covering my attempts to get some reinforcement learning to work with the Bittle robot in the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "SvmueyhSkgQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "How to program the Best Fit Slope - Practical Machine Learning Tutorial with Python p.8", "Time Created": "", "Time Published": "2016-04-17T20:29:46Z", "Duration": "", "Description": "Welcome to the 8th part of our machine learning regression tutorial within our Machine Learning with Python tutorial series. Where ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "J4LTIixReMA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Installation - Zipline Tutorial local backtesting and finance with Python p.1", "Time Created": "", "Time Published": "2018-04-30T18:12:44Z", "Duration": "", "Description": "Hello and welcome to a tutorial covering how to use Zipline locally. Zipline is easily and by far the best finance back-testing and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "D57J48UAQCs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "OpenGL with PyOpenGL Python and PyGame p.2 - Coloring Surfaces", "Time Created": "", "Time Published": "2014-11-06T16:52:29Z", "Duration": "", "Description": "In this tutorial, we learn some more of the basics of OpenGL using PyOpenGL, which is a Python module for working with OpenGL, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "oV68QJJUXTU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Styling GUIs and windows in Python 3 - Tkinter tutorial Python 3.4 p. 5", "Time Created": "", "Time Published": "2014-11-11T14:48:39Z", "Duration": "", "Description": "Tkinter GUI TutorialPlaylist: http://www.youtube.com/playlist?list=PLQVvvaa0QuDclKx-QpC9wntnURXVJqLyk This tkinter tutorial ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "lV09_8432VA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Optimizing with TensorBoard - Deep Learning w/ Python, TensorFlow & Keras p.5", "Time Created": "", "Time Published": "2018-08-25T12:58:13Z", "Duration": "", "Description": "Welcome to part 5 of the Deep learning with Python, TensorFlow and Keras tutorial series. In the previous tutorial, we introduced ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "p9bkz3hxrSM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Checking out a Data Science Workstation", "Time Created": "", "Time Published": "2019-10-05T14:12:05Z", "Duration": "", "Description": "Checking out Lenovo's top of the line P920 Data Science Workstation. Channel membership: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "sMy94CgAMrk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Does a Deep Learning Laptop Exist? - Tensorbook Review", "Time Created": "", "Time Published": "2022-07-19T15:12:12Z", "Duration": "", "Description": "Reviewing Lambda and Razer's Tensorbook, a laptop aimed at deep learning, with 16GB of VRAM (GPU memory), 64GB of RAM, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "8Z8nkjmzC14", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Thank You", "Time Created": "", "Time Published": "2019-11-25T19:54:55Z", "Duration": "", "Description": "Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "F0VvtOj6QjQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "The Future of User Interfaces with A.I.", "Time Created": "", "Time Published": "2022-09-29T20:26:35Z", "Duration": "", "Description": "Pondering the future of user interfaces with advancements in natural language processing and artificial intelligence Tweet in ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "VngCRWPrNNc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Support Vector Assertion - Practical Machine Learning Tutorial with Python p.22", "Time Created": "", "Time Published": "2016-05-17T16:00:55Z", "Duration": "", "Description": "In this tutorial, we cover the assertion for the calculation of a support vector within the Support Vector Machine.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "rvnHikUJ9T0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Self-driving neural network car in GTA V - Charles 2.0", "Time Created": "", "Time Published": "2018-09-09T18:28:59Z", "Duration": "", "Description": "A self-driving car in GTA 5. For more information on this project, and how it all began from simple lane detection to deep learning, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "UAXulqzn5Ps", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Object detection with Tensorflow - Self Driving Cars p.17", "Time Created": "", "Time Published": "2017-09-04T14:18:46Z", "Duration": "", "Description": "Hello and welcome to another Python and self-driving cars tutorial. In this tutorial, we're going to cover the implementation of the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "N0ph2a6Vd7M", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Multiprocessing spider example - Intermediate Python Programming p.12", "Time Created": "", "Time Published": "2016-11-16T14:37:12Z", "Duration": "", "Description": "Welcome to part 12 of the intermediate Python programming tutorial series. In this part, we're going to talk more about the built-in ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "EWfGzeF3Xmw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Bitcoin Protocol Tutorial: Proof of Work", "Time Created": "", "Time Published": "2014-02-04T01:14:27Z", "Duration": "", "Description": "Bitcoin Protocol Paper Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hRH01ZzT2NI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Interactive User Interface - Data Visualization GUIs with Dash and Python p.2", "Time Created": "", "Time Published": "2018-02-13T14:28:06Z", "Duration": "", "Description": "Welcome to part two of the Dash tutorial series for making interactive data visualization user interfaces with Python. In this tutorial ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "xStvKju-4-o", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Explorations and Testing Ideas - Brain Computer Interface w/ Python, OpenBCI, and EEG data p.2", "Time Created": "", "Time Published": "2019-11-09T14:17:39Z", "Duration": "", "Description": "Running through where I am currently at, what I've learned, and what I've had trouble with while using the OpenBCI headset for ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "nLw1RNvfElg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Introduction - Data Analysis and Data Science with Python and Pandas", "Time Created": "", "Time Published": "2019-02-25T14:53:03Z", "Duration": "", "Description": "Welcome to a data analysis tutorial with Python and the Pandas data analysis library. The field of data analytics is quite large and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "wv2MXJIdKRY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Dynamic Graph based on User Input - Data Visualization GUIs with Dash and Python p.3", "Time Created": "", "Time Published": "2018-02-14T14:34:49Z", "Duration": "", "Description": "Welcome to part three of the web-based data visualization with Dash tutorial series. Up to this point, we've learned how to make a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "jh_m-Eytq0Q", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Game Development in Python 3 With PyGame - 11 - Buttons p. 1", "Time Created": "", "Time Published": "2014-10-10T19:57:56Z", "Duration": "", "Description": "See http://pythonprogramming.net for sample code PyGame with Python 3 Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dUU6ZsJlZKQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Cyber Python 2077 - Using computer vision to read and walk from Cyberpunk 2077 map", "Time Created": "", "Time Published": "2021-01-15T14:48:05Z", "Duration": "", "Description": "Using some basic computer vision techniques with #Python and #OpenCV to have a simple AI walk around in #cyberpunk2077.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ZlpFQNVhB7I", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "3D Graphs in Matplotlib for Python: Basic 3D Line", "Time Created": "", "Time Published": "2013-07-10T03:58:19Z", "Duration": "", "Description": "Once you get comfortable with the 2D graphing, you might be interested in learning how to plot three-dimensional charts.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "9aYuQmMJvjA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Convnet Intro - Deep Learning and Neural Networks with Python and Pytorch p.5", "Time Created": "", "Time Published": "2019-10-02T13:49:48Z", "Duration": "", "Description": "Now that we've learned about the basic feed forward, fully connected, neural network, it's time to cover a new one: the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "9j-_dOze4IM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Training Model - Deep Learning and Neural Networks with Python and Pytorch p.4", "Time Created": "", "Time Published": "2019-09-27T16:02:09Z", "Duration": "", "Description": "In this deep learning with Python and Pytorch tutorial, we'll be actually training this neural network by learning how to iterate over ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "gmQHBWrR4AY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Generating Pythonic code with Neural Network - Unconventional Neural Networks p.2", "Time Created": "", "Time Published": "2018-04-05T13:07:26Z", "Duration": "", "Description": "Hello and welcome to part 2 of our series of just poking around with neural networks. In the previous tutorial, we played with a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "cLNOADl17b4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 10 - basic customizations, rotating labels", "Time Created": "", "Time Published": "2015-07-12T02:05:42Z", "Duration": "", "Description": "In this Matplotlib tutorial, we're going to be talking about some of the possible customizations to graphs. In order to start modifying ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "A0tPe7-R8z0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Robot Dog Learns to Walk - Bittle Reinforcement Learning p.3", "Time Created": "", "Time Published": "2022-01-01T16:40:04Z", "Duration": "", "Description": "Further progress with using reinforcement learning to train robot dogs/quadrupeds to walk Neural Networks from Scratch book: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "QAs2olt7pJ4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "SVM Training - Practical Machine Learning Tutorial with Python p.26", "Time Created": "", "Time Published": "2016-05-24T13:53:38Z", "Duration": "", "Description": "In this support vector machine from scratch video, we talk about the training/optimization problem. Additional Resources: Convex ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "DamIIzp41Jg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Graphing/visualization - Data Analysis with Python and Pandas p.2", "Time Created": "", "Time Published": "2019-02-26T14:37:47Z", "Duration": "", "Description": "Doing some basic visualizations with our Pandas dataframe in Python with Matplotlib. Text-based tutorial: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Gq1Azv_B4-4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Q Learning Algorithm and Agent - Reinforcement Learning p.2", "Time Created": "", "Time Published": "2019-05-31T13:34:38Z", "Duration": "", "Description": "Welcome to part 2 of the reinforcement learning tutorial series, specifically with Q-Learning. We've built our Q-Table which ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Q2NSwicgT68", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Raspberry pi with Python for Robotics 11 - Autopilot/auto correct", "Time Created": "", "Time Published": "2014-05-03T14:17:00Z", "Duration": "", "Description": "Basic Raspberry Pi Robot Car Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "afjIo7gO86o", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Visualizing Correlation Table - Data Analysis with Python and Pandas p.4", "Time Created": "", "Time Published": "2019-02-28T13:41:04Z", "Duration": "", "Description": "Visualizing the correlation table with matshow in Matplotlib, among other things! Text-based tutorial: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dTW_PQyUHXA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "What's It Like to Race a Race Car For the First Time?", "Time Created": "", "Time Published": "2019-04-16T19:39:07Z", "Duration": "", "Description": "The story of my first race weekend with PCA Clubracing, racing a Porsche Cayman GT4 Clubsport. Sprint 1: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "7k5H5R-sHBE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Raspberry pi with Python for Robotics 7 - Adding User Control", "Time Created": "", "Time Published": "2014-04-29T23:52:52Z", "Duration": "", "Description": "In this python and raspberry pi robotics video, you are shown how you can add some simple user input capabilities to make your ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "CIW0H70wo0M", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Android deployment - Kivy Mobile and Desktop App Dev w/ Python", "Time Created": "", "Time Published": "2019-05-01T14:30:27Z", "Duration": "", "Description": "Alright, now comes the moment of truth: Packaging! Packaging is what turned me off to Kivy many years ago. Let's see how it is ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "lCTn3dVc1_M", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Building Neural Network Model - Python AI in StarCraft II tutorial p.10", "Time Created": "", "Time Published": "2018-07-13T13:24:33Z", "Duration": "", "Description": "Welcome to Part 10 of the creating and Artificial Intelligence bot in StarCraft II with Python series. In this tutorial, we're going to be ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "lbY9r0rHTQc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 31 - 3d bar charts", "Time Created": "", "Time Published": "2015-07-12T02:10:10Z", "Duration": "", "Description": "In this Matplotlib tutorial, we cover the 3D bar chart. The 3D bar chart is quite unique, as it allows us to plot more than 3 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "tw8G8-KMRf8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Database to Training Data - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.6", "Time Created": "", "Time Published": "2017-12-02T13:28:23Z", "Duration": "", "Description": "Welcome to part 6 of the chatbot with Python and TensorFlow tutorial series. In this part, we're going to work on creating our ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "yWkpRdpOiPY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Cryptocurrency-predicting RNN Model - Deep Learning w/ Python, TensorFlow and Keras p.11", "Time Created": "", "Time Published": "2018-09-18T13:25:20Z", "Duration": "", "Description": "Welcome to the next tutorial covering deep learning with Python, Tensorflow, and Keras. We've been working on a cryptocurrency ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "mXR47qiTdWQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 26 - Basemap intro", "Time Created": "", "Time Published": "2015-07-12T02:09:46Z", "Duration": "", "Description": "In this Matplotlib tutorial, we're going to be covering the geographic plotting module, Basemap. Basemap is an extension to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "kTsBjVixMac", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Customizing Stable Diffusion w/ Text Inversion #shorts #programming", "Time Created": "", "Time Published": "2022-09-23T21:17:13Z", "Duration": "", "Description": "Using Stable Diffusion, a text to image generation AI model, to generate more personalized imagery through text inversion.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "nMY0qDg16y4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Setting up API and Vision Intro - Google Cloud Python Tutorials p.2", "Time Created": "", "Time Published": "2017-03-21T15:22:22Z", "Duration": "", "Description": "Welcome everyone to part 2 of the Google Cloud tutorial series. In this tutorial, we're going to be covering the vision API, but also ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "0VGJPg0SQIY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Messages and Includes - Django Web Development with Python p.7", "Time Created": "", "Time Published": "2019-01-29T15:25:14Z", "Duration": "", "Description": "Welcome to part 7 of the web development with Python and Django tutorial series, where we'll be covering messaging and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "fqEzFZ2z6S4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Starcraft 2 AI with Python - Building Defenses (p.2)", "Time Created": "", "Time Published": "2022-03-06T16:05:21Z", "Duration": "", "Description": "Adding logic to the Starcraft 2 artificial intelligence to defend our main base. Text-based tutorial: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ytu2yV3Gn1I", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Socket Chatroom client - Creating chat application with sockets in Python", "Time Created": "", "Time Published": "2019-04-03T14:27:28Z", "Duration": "", "Description": "Welcome to part 5 of the sockets tutorial, in this tutorial we're going to build the client's code for our chatroom application.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "UlygQI2eSdg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 23 - sharex axis", "Time Created": "", "Time Published": "2015-07-12T02:06:48Z", "Duration": "", "Description": "In this tutorial for data visualization in Matplotlib, we're going to be talking about the sharex option, which allows us to share the x ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "PdkPI92KSIs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Facial Recognition on Video with Python", "Time Created": "", "Time Published": "2020-03-16T14:11:37Z", "Duration": "", "Description": "Neural Networks from Scratch: https://nnfs.io Face Recognition package tutorial (part 1): ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Bu0kpU-ozaw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "How to use IBPy Python with Interactive Brokers TWS API For Automated Trading", "Time Created": "", "Time Published": "2014-05-04T01:54:31Z", "Duration": "", "Description": "This tutorial covers how to use the IBPy Python programming module with Interactive Broker's Trader Workstation API (TWS API).", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dySAX8VZ2TU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Continuing our Go Web application - Go Lang Practical Programming Tutorial p.13", "Time Created": "", "Time Published": "2017-10-29T13:50:48Z", "Duration": "", "Description": "Welcome to part 13 of the Go programming tutorial series, where we're going to continue building our news aggregator. Once we ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "o3Ky_EdHVrA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Determining other vehicle distances & collision warning (object detection) - Self Driving Cars p.18", "Time Created": "", "Time Published": "2017-09-04T14:42:49Z", "Duration": "", "Description": "Hello and welcome to another self-driving cars tutorial, in this tutorial we're going to use the TensorFlow Object Detection API to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ZC0gMhYhwW0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "The NEAT Algorithm is Neat", "Time Created": "", "Time Published": "2021-01-07T18:06:13Z", "Duration": "", "Description": "Code samples: https://github.com/Sentdex/NEAT-samples Neat-Python: https://neat-python.readthedocs.io/en/latest/ Channel ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "sU867vMHzqE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Build Your Own Supercomputer 2 - Supplies needed", "Time Created": "", "Time Published": "2014-02-20T19:26:08Z", "Duration": "", "Description": "Supercomputer Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "uKnjGn8fF70", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Custom Environments - Reinforcement Learning with Stable Baselines 3 (P.3)", "Time Created": "", "Time Published": "2022-02-07T15:00:05Z", "Duration": "", "Description": "How to incorporate custom environments with stable baselines 3 Text-based tutorial and sample code: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "GJJzsfJUiB8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Visualizing Strategy Metrics - Zipline Tutorial local backtesting and finance with Python p.2", "Time Created": "", "Time Published": "2018-05-01T12:21:13Z", "Duration": "", "Description": "Welcome to part 2 of the local backtesting with Zipline tutorial series. In the previous tutorial, we've installed Zipline and run a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "VRsmPvu0xj0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Acquiring a Vehicle for the Agent - Python Plays GTA V p.20", "Time Created": "", "Time Published": "2017-09-11T15:29:20Z", "Duration": "", "Description": "Hello and welcome to another object detection tutorial, in this tutorial we're going to use the TensorFlow Object Detection API to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "HosXxXE24hA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Converting tkinter to exe tutorial with cx_Freeze - Python 3.4 part 29", "Time Created": "", "Time Published": "2014-12-14T01:22:24Z", "Duration": "", "Description": "Tkinter GUI TutorialPlaylist: http://www.youtube.com/playlist?list=PLQVvvaa0QuDclKx-QpC9wntnURXVJqLyk This Tkinter GUI ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "cK30eDwVIOI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "OpenGL with PyOpenGL Python and PyGame p.3 - Movement and Navigation", "Time Created": "", "Time Published": "2014-11-09T18:15:36Z", "Duration": "", "Description": "In this tutorial, we learn some more of the basics of OpenGL using PyOpenGL, which is a Python module for working with OpenGL, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "yogDvU10Mlo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Game Development in Python 3 With PyGame - 18 - Game Over", "Time Created": "", "Time Published": "2014-10-17T13:16:15Z", "Duration": "", "Description": "See http://pythonprogramming.net for sample code PyGame with Python 3 Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "KX2jvnQ3u60", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Parsing Reddit comments - Python Reddit API Wrapper (PRAW) tutorial p.2", "Time Created": "", "Time Published": "2017-08-07T13:44:03Z", "Duration": "", "Description": "In this part of our PRAW (Python Reddit API Wrapper) Tutorial, we're going to be familiarizing ourselves more with the PRAW and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "JJaNqB43Mrs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python Tutorial: File Deletion and Folder Deletion / directory deletion", "Time Created": "", "Time Published": "2013-07-01T16:30:22Z", "Duration": "", "Description": "Sentdex.com Facebook.com/sentdex Twitter.com/sentdex How to Delete files and directories with Python.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "fQzjgaKSrkc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Conversational AI w/ Jarvis - checking out the API", "Time Created": "", "Time Published": "2021-04-16T14:13:38Z", "Duration": "", "Description": "The Jarvis API has models for just about everything you could need for end to end conversational AI, including text to speech, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "6fzep1rdQwg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Vertical Winners - Python 3 Programming Tutorial p.11", "Time Created": "", "Time Published": "2018-11-05T15:58:18Z", "Duration": "", "Description": "Welcome to part 11 of our Python 3 basics series, in this part we're going to continue working on validating the winners of ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "OwTN-18PIwE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Sentdex Channel in 2020", "Time Created": "", "Time Published": "2020-01-17T23:17:19Z", "Duration": "", "Description": "https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "G92TF4xYQcU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Creating A Reinforcement Learning (RL) Environment - Reinforcement Learning p.4", "Time Created": "", "Time Published": "2019-06-06T15:06:40Z", "Duration": "", "Description": "Welcome to part 4 of the Reinforcement Learning series as well our our Q-learning part of it. In this part, we're going to wrap up ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "SYz74jPK7H0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Moving Cubes - OpenGL with PyOpenGL Python and PyGame - 4", "Time Created": "", "Time Published": "2014-11-15T17:53:37Z", "Duration": "", "Description": "In this OpenGL programming tutorial with Python and PyOpenGL we cover how to move the cube automatically towards us, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "NMjV_HGLAQE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "wxPython Tutorials 1: Making Windows GUIs with Python : Installing + 1st window!", "Time Created": "", "Time Published": "2013-06-14T23:38:59Z", "Duration": "", "Description": "Full Playlist Link: http://www.youtube.com/playlist?list=PLQVvvaa0QuDc4SQhfpm6XHO0l-1Ybtur2 Code for this tutorial can be ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "b5xpXecR3LY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Self-driving cars with Python and TensorFlow update v0.04-v0.06", "Time Created": "", "Time Published": "2017-07-11T20:10:17Z", "Duration": "", "Description": "Recent changes to our self-driving AI: More waypoint following (gps following) data, fine-tuned controlling by emulating an ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "CumHy6v7un0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "P.1 Chatbot with Mic input/Speaker output using Python, Jarvis, and DialoGPT", "Time Created": "", "Time Published": "2021-04-26T13:49:54Z", "Duration": "", "Description": "Working on a chatbot that you can speak to with your microphone and that responds via your speakers. Part 2: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "xLw9wf9uNuw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 17 - annotations and placing text", "Time Created": "", "Time Published": "2015-07-12T02:06:22Z", "Duration": "", "Description": "In this tutorial, we're going to be talking about how we add text to Matplotlib graphs. We can do this in two ways. One is to just ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "EIAa-wVazf0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Monte Carlo Simulation and Python 8 - Graphing Results", "Time Created": "", "Time Published": "2014-03-26T23:30:00Z", "Duration": "", "Description": "Monte Carlo Simulation with Python Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "gRzqsW9Rj3E", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Intro and Overview of uArm Swift Pro - Teaching a Robotic Arm to Play Air Hockey", "Time Created": "", "Time Published": "2018-05-22T12:54:22Z", "Duration": "", "Description": "In this series, we're going to be playing around with a desktop robotic arm. The first challenge will be to see if we can get the arm ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "P-UuVITG7Vg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Game Development in Python 3 With PyGame - 15 - Button Events", "Time Created": "", "Time Published": "2014-10-10T19:58:15Z", "Duration": "", "Description": "See http://pythonprogramming.net for sample code PyGame with Python 3 Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "83-_3x2AjXI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 9 - converting data from the internet", "Time Created": "", "Time Published": "2015-07-12T02:05:31Z", "Duration": "", "Description": "This tutorial is focused around converting the datestamps from the Yahoo finance API to times that Matplotlib understands.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "t0HOVLK30xQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Cleaning images and creating description files - OpenCV with Python for Image and Video Analysis 19", "Time Created": "", "Time Published": "2016-01-11T15:16:07Z", "Duration": "", "Description": "Simple enough, this script will visit the links, grab the URLs, and proceed to visit them. From here, we grab the image, convert to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "BYpSfx7I6x4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Error Handling - Python 3 Programming Tutorial p.9", "Time Created": "", "Time Published": "2018-11-03T15:58:32Z", "Duration": "", "Description": "In this tutorial, we're going to talk some more about other things that can go wrong and how to handle for those errors. Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "U5RxhHK8k7Q", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Analyzing Backtest with Pyfolio - Algorithmic Trading with Python and Quantopian p. 8", "Time Created": "", "Time Published": "2017-01-30T17:59:19Z", "Duration": "", "Description": "In this Algorithmic Trading with Python and Quantopian tutorial, we analyze our back test in the research environment using ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "U5RxhHK8k7Q", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Analyzing Backtest with Pyfolio - Algorithmic Trading with Python and Quantopian p. 8", "Time Created": "", "Time Published": "2017-01-30T17:59:19Z", "Duration": "", "Description": "In this Algorithmic Trading with Python and Quantopian tutorial, we analyze our back test in the research environment using ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hNv854R1Guo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Testing object detection models in GTA - Charles 2.0 part. 3", "Time Created": "", "Time Published": "2018-10-06T13:13:46Z", "Duration": "", "Description": "Testing various object detection pre-trained models to see which works best. Discord: https://discord.gg/sentdex Support the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "0SVkERzPCSQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Modifying Starter Bot - Halite II 2017 Artificial Intelligence Competition p.2", "Time Created": "", "Time Published": "2017-12-22T15:16:17Z", "Duration": "", "Description": "Welcome to part 2 of the Halite tutorials. Up to this point, we've just simply used the pre-made bot that everyone has access to.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "zhVtA8fLGJQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Supplies Needed - Robotics with Python Raspberry Pi and GoPiGo p.2", "Time Created": "", "Time Published": "2015-08-22T21:15:43Z", "Duration": "", "Description": "In this tutorial, I cover all of the supplies needed for your robot with the Raspberry Pi and the GoPiGo. You can buy most of these in ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "_BHvE_pwF6E", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Deutsch Jozsa Algorithm - Quantum Computer Programming w/ Qiskit p.3", "Time Created": "", "Time Published": "2019-12-14T14:54:31Z", "Duration": "", "Description": "Exploring our first quantum algorithm, the Deutsch-Jozsa algorithm. Quantum Playlist: Part 1: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "tpn-5qPnrrc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Deploy Dash App - Data Visualization GUIs with Dash and Python p.11", "Time Created": "", "Time Published": "2018-03-12T13:59:57Z", "Duration": "", "Description": "Hello and welcome to part 11 of the Data Visualization with Dash tutorial series. In this tutorial, I would like to illustrate how you ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "XmOA1k4RTrc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Streaming from Reddit - Python Reddit API Wrapper (PRAW) tutorial p.3", "Time Created": "", "Time Published": "2017-08-07T13:44:28Z", "Duration": "", "Description": "At this point, we've got basically all we could need for historical parsing, but what about for live applications? Maybe you want to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ojyOVRAPT3Y", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "For Loops - JavaScript Programming Basics p.6", "Time Created": "", "Time Published": "2019-05-21T14:45:23Z", "Duration": "", "Description": "In this tutorial with JavaScript, we'll be covering the for loop and the forEach loop. Text-based tutorials: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "rYV102VfG7o", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Trading Custom Markets (bitcoin example) - Zipline Tutorial finance with Python p.4", "Time Created": "", "Time Published": "2018-05-04T13:23:08Z", "Duration": "", "Description": "Hello and welcome to part 4 of the zipline local tutorial series. Up to this point, we've covered installing Zipline, using it locally, and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-13yIXiyFAs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Natural Language API - Google Cloud Python Tutorials p.4", "Time Created": "", "Time Published": "2017-03-21T15:22:28Z", "Duration": "", "Description": "Welcome to part 4 of the Google Cloud tutorial series. In this part, we're going to explore some of the Natural Language API. We're ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "HjNHATw6XgY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Tkinter tutorial Python 3.4, creating a full scale Program GUI part 1", "Time Created": "", "Time Published": "2014-10-27T00:02:57Z", "Duration": "", "Description": "Tkinter GUI Tutorial Playlist: http://www.youtube.com/playlist?list=PLQVvvaa0QuDclKx-QpC9wntnURXVJqLyk In this tutorial ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "G7RDn8Xtf_Y", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch announcement", "Time Created": "", "Time Published": "2020-01-10T16:36:22Z", "Duration": "", "Description": "Support the project, get the book when done, and access the draft: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "sJmkhV02lnM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Changing Screen/view/page - Kivy Mobile and Desktop App Dev w/ Python", "Time Created": "", "Time Published": "2019-04-25T12:58:17Z", "Duration": "", "Description": "In part 3 of this Kivy tutorial series, we're going to create a new page for our chat application. Once the user fills out the form for ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "93AjE1YY5II", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "SVM Parameters - Practical Machine Learning Tutorial with Python p.33", "Time Created": "", "Time Published": "2016-06-02T13:53:25Z", "Duration": "", "Description": "In this concluding Support Vector Machine (SVM) tutorial, we cover one last topic, which is how to separate more than 2 classes ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "D4IjxVPzb7k", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Calculating Horizontal Winner - Python 3 Programming Tutorial p.10", "Time Created": "", "Time Published": "2018-11-04T15:58:29Z", "Duration": "", "Description": "Up to this point we've been building our TicTacToe game, and now we're ready to start figuring out how we can identify winners of ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "bUFQNjjItok", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Labouchere system for Gambling tested and analysis", "Time Created": "", "Time Published": "2014-12-05T14:55:30Z", "Duration": "", "Description": "This video covers the Labouch\u00e8re system, which is used for gambling and betting on games of luck. The assertion with the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "GRtSc2Mp0WI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Introduction - JavaScript Programming Basics p.1", "Time Created": "", "Time Published": "2019-05-16T13:37:50Z", "Duration": "", "Description": "Hello and welcome to a JavaScript basics tutorial series. In this series I am not gonna just do a bunch of toy examples to explain ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "74zCdYRCtog", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Kivy with Python tutorial Part 3 - The Kivy .kv Language", "Time Created": "", "Time Published": "2015-02-20T14:33:21Z", "Duration": "", "Description": "In this Kivy application development tutorial, we cover the Kivy (.kv) language. The idea of the .kv files is to separate your ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ijhDHnWfsWw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Deep Dream - Unconventional Neural Networks p.7", "Time Created": "", "Time Published": "2018-04-12T13:19:14Z", "Duration": "", "Description": "In this part, we're going to get into deep dreaming in TensorFlow. If you are not familiar with deep dream, it's a method we can use ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "QGeQqGd6LPc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Combining multiple datasets - Data Analysis with Python and Pandas p.5", "Time Created": "", "Time Published": "2019-03-01T15:14:27Z", "Duration": "", "Description": "How to go about working with multiple datasets in Python and pandas for data analysis. Text-based tutorial: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "a3d_nyccpM8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Styling w/ CSS - Django Web Development with Python p.5", "Time Created": "", "Time Published": "2019-01-25T16:36:00Z", "Duration": "", "Description": "Welcome to part 5 of the web development with Django and Python tutorial series. In this part, we're going to focus a bit on styling ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "6gk7giKER6s", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "On the GPU - Deep Learning and Neural Networks with Python and Pytorch p.7", "Time Created": "", "Time Published": "2019-10-11T14:18:35Z", "Duration": "", "Description": "Text-based tutorials and sample code: https://pythonprogramming.net/gpu-deep-learning-neural-network-pytorch/ How to use ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "XBksHCvObhQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 25 - customizing Matplotlib Legends", "Time Created": "", "Time Published": "2015-07-12T02:09:40Z", "Duration": "", "Description": "In this Matplotlib tutorial, we're going to be going over custom legends. We've covered the basics of adding a legend already.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "iCWrRrze9No", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "AI Pong - TensorFlow.js p.3", "Time Created": "", "Time Published": "2018-06-17T12:54:07Z", "Duration": "", "Description": "Welcome everyone to part 3 of the TensorFlow.js series. Leading up to this, we've learned the basics of working with ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "qWGgK4IrH-s", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Cloud GPUs Tutorial (comparing & using)", "Time Created": "", "Time Published": "2019-09-06T13:52:56Z", "Duration": "", "Description": "Linode $20 credit: https://linode.com/sentdex Text-based tutorial and sample code: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "lmWE2bydekk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Finishing Chat Application - Kivy Mobile and Desktop App Dev w/ Python", "Time Created": "", "Time Published": "2019-04-30T13:10:18Z", "Duration": "", "Description": "Welcome to part 6 of our Kivy chatroom tutorials. In this tutorial, we'll be wrapping up the basics of our chat room application.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "gKT_tg87H5Y", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Requests-HTML - Checking out a new HTML parsing library for Python", "Time Created": "", "Time Published": "2018-03-30T12:46:57Z", "Duration": "", "Description": "Checking out a new HTML-parsing library by the author of Requests: Requests-HTML github: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Bc8UC_m7M_Y", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Deep Learning in the Browser with TensorFlow.js Introduction p.1", "Time Created": "", "Time Published": "2018-06-15T14:36:48Z", "Duration": "", "Description": "Hello and welcome to a TensorFlow.js tutorial series. TensorFlow.js, previously deeplearn.js, is a JavaScript library for training ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "luixWRpp6Jo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Vehicle sensor data App Example - Data Visualization GUIs with Dash and Python p.5", "Time Created": "", "Time Published": "2018-02-16T14:11:02Z", "Duration": "", "Description": "Welcome to part five of the data visualization apps in Python with Dash tutorial series. In this part, we're going to cover how to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "YFlYNOaIqyg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Cyber Python 2077 Part 2 - Getting to our objective", "Time Created": "", "Time Published": "2021-01-30T15:32:08Z", "Duration": "", "Description": "Using Python to Play Cyberpunk 2077 through computer vision. Sample code: https://github.com/Sentdex/cyberpython2077 ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "NqHX4eF2tw8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Working with Foreign Keys - Django Web Development with Python p.10", "Time Created": "", "Time Published": "2019-02-01T15:04:33Z", "Duration": "", "Description": "Welcome to part 10 of the web development with Django tutorial series. In this tutorial, we're going to show an example of how we ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "BI0asZuqFXM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Asyncio - Asynchronous programming with coroutines - Intermediate Python Programming p.26", "Time Created": "", "Time Published": "2018-03-23T15:54:17Z", "Duration": "", "Description": "Welcome to an Asyncio with Python tutorial. This tutorial will be specifically for Python 3.5+, using the latest asyncio keywords.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "CAr7UupSUh0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Lane Finding - Python plays Grand Theft Auto 5 p.6", "Time Created": "", "Time Published": "2017-04-10T14:59:39Z", "Duration": "", "Description": "Now, the goal is to determine from these lines, which are likely our actual lanes. I am just going to throw my function in. It's not the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ZSzGIXYuE1I", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Dynamic sidebar - Django Web Development with Python p.11", "Time Created": "", "Time Published": "2019-02-02T15:05:04Z", "Duration": "", "Description": "Welcome to part 11 of the Django tutorial series. In this part, we're going to finally point to specific tutorials, along with adding the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "C--57BP79EM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Automating getting the S&P 500 list - Python Programming for Finance p.5", "Time Created": "", "Time Published": "2017-01-17T18:21:08Z", "Duration": "", "Description": "Hello and welcome to part 5 of the Python for Finance tutorial series. In this tutorial and the next few, we're going to be working on ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "XrW2RaQnJYw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Diagonal Winning Algo - Python 3 Programming Tutorial p.12", "Time Created": "", "Time Published": "2018-11-06T15:58:31Z", "Duration": "", "Description": "Welcome to part 12 of the Python 3 basics series, where we're going to be talking about how we can validate the winners of our ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "6wlzeDaIGtw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Translation API - Google Cloud Python Tutorials p.5", "Time Created": "", "Time Published": "2017-03-21T15:22:31Z", "Duration": "", "Description": "Welcome to part 5 of the Google Cloud tutorial series, in this tutorial we're going to cover the Translation API. As usual, you first ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "htvFHKA2RSs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Terminal AI Competition", "Time Created": "", "Time Published": "2019-01-18T15:20:36Z", "Duration": "", "Description": "Welcome everyone to a tutorial on Terminal, a programming competition by Correlation One. It's a competition, where your goal, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "YKYnhNSr9X8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Streaming Tweets and Sentiment - Data Visualization GUIs with Dash and Python p.7", "Time Created": "", "Time Published": "2018-02-28T14:14:43Z", "Duration": "", "Description": "Hello and welcome to another tutorial with sentiment analysis, this time we're going to save our tweets, sentiment, and some other ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "040CfFRJ9Rs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Training a Model - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.7", "Time Created": "", "Time Published": "2017-12-03T14:12:45Z", "Duration": "", "Description": "Welcome to part 7 of the chatbot with Python and TensorFlow tutorial series. Paperspace GPUs in the cloud $10 referral link: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "srPndLNMMpk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Testing Custom Object Detector - TensorFlow Object Detection API Tutorial p.6", "Time Created": "", "Time Published": "2017-08-25T14:25:03Z", "Duration": "", "Description": "Welcome to part 6 of the TensorFlow Object Detection API tutorial series. In this part of the tutorial, we are going to test our model ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Szjt8E7EKQc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Training model in Python and Loading into TensorFlow.js - TensorFlow.js p.4", "Time Created": "", "Time Published": "2018-06-18T13:29:48Z", "Duration": "", "Description": "Welcome to part 4 of the TensorFlow.js series, where we're going to be working on the challenge of training a model in Python, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "xdstIR3prSk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Flask Tutorial Web Development with Python 22 - Content Management System", "Time Created": "", "Time Published": "2015-04-06T16:15:54Z", "Duration": "", "Description": "Welcome to part 22 of our Flask web development tutorial, in this video we discuss the specific content management system of ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "qfovbG84EBg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Training & Testing Deep reinforcement learning (DQN) Agent - Reinforcement Learning p.6", "Time Created": "", "Time Published": "2019-06-22T13:14:50Z", "Duration": "", "Description": "Welcome to part 2 of the deep Q-learning with Deep Q Networks (DQNs) tutorials. In the previous tutorial, we were working on our ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "bz2zqXFjOrE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Live Twitter Sentiment Graph - Data Visualization GUIs with Dash and Python p.9", "Time Created": "", "Time Published": "2018-03-02T15:36:19Z", "Duration": "", "Description": "Welcome to part 4 of our sentiment analysis application with Dash and Python. Next, we're going to tie everything together up to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "i2DHWxtRqpE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python: How to open Big Data Files Buffering Tutorial", "Time Created": "", "Time Published": "2013-12-27T02:43:50Z", "Duration": "", "Description": "This tutorial video covers how to open big data files in Python using buffering. The idea here is to efficiently open files, or even to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "kfMSN7JEtAA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Customizing embedded graph - Tkinter GUI development series p. 10", "Time Created": "", "Time Published": "2014-11-17T17:13:02Z", "Duration": "", "Description": "In this Python 3 with Tkinter programming tutorial, we cover how to customize our embedded graph a bit. Tkinter GUI ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "sGcEAInD9Sc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Subscribe For Tons of Python Programming videos and tutorials!", "Time Created": "", "Time Published": "2014-10-22T03:59:14Z", "Duration": "", "Description": "Hey there, my YouTube channel, youtube.com/sentdex, is packed full of Python programming tutorials covering all sorts of topics.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "mfGecOaTvgA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "WHERE NNFS?! Signed 3090 & Upcoming Content", "Time Created": "", "Time Published": "2022-03-09T16:31:50Z", "Duration": "", "Description": "GTC Signup: https://nvda.ws/3oi1vfE To be eligible, you just need to signup to GTC via my link and attend one of the sessions ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "D5c2xJQH3Ag", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Testing Neural Network - Python AI in StarCraft II tutorial p.12", "Time Created": "", "Time Published": "2018-07-15T13:36:39Z", "Duration": "", "Description": "In this part 12 of the artificial intelligence in StarCraft II with python series, we're going to cover the code used to actually test the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "pnSBZ6TEVjY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "TensorFlow Basics - Deep Learning with Neural Networks p. 2", "Time Created": "", "Time Published": "2016-07-19T13:29:09Z", "Duration": "", "Description": "Welcome to part two of Deep Learning with Neural Networks and TensorFlow, and part 44 of the Machine Learning tutorial series.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "PP9qPL_zJJM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Creating Machine Learning Classifier Feature Sets - Python for Finance 15", "Time Created": "", "Time Published": "2015-07-13T16:53:25Z", "Duration": "", "Description": "In this tutorial, we discuss how we're going to build our feature sets for our machine learning trading algorithm. sample code: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "lheXIYXanuU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "P.2 Chatbot with Mic input/Speaker output using Python, Jarvis, and DialoGPT", "Time Created": "", "Time Published": "2021-04-30T14:15:18Z", "Duration": "", "Description": "Working on a chatbot that you can speak to with your microphone and that responds via your speakers. Part 1: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "P90mCSsGE1c", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Percent Change and Correlation Tables - p.8 Data Analysis with Python and Pandas Tutorial", "Time Created": "", "Time Published": "2015-10-05T13:55:45Z", "Duration": "", "Description": "Welcome to Part 8 of our Data Analysis with Python and Pandas tutorial series. In this part, we're going to do some of our first ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "r7-WPbx8VuY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Installing CPU and GPU TensorFlow on Windows", "Time Created": "", "Time Published": "2016-12-11T15:50:09Z", "Duration": "", "Description": "In this tutorial, we cover how to install both the CPU and GPU version of TensorFlow onto 64bit Windows 10 (also works on ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "B5ksIcvsMwE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "How to search Google in Python and JSON module tutorial.", "Time Created": "", "Time Published": "2013-12-08T16:34:35Z", "Duration": "", "Description": "This video covers how to search Google in Python the \"easy way.\" Along with that, you are also introduced to the JSON module in ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Rju5qdU0e58", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Linking models with Foreign Keys - Django Web Development with Python p.9", "Time Created": "", "Time Published": "2019-01-31T17:58:49Z", "Duration": "", "Description": "Welcome to part 9 of the web development with Python and Django tutorial series. In this tutorial, we're going to work on the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "nN6Ng8k9wzU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Conclusion - Machine Learning and Pattern Recognition for Algorithmic Trading p. 19", "Time Created": "", "Time Published": "2013-10-17T17:48:59Z", "Duration": "", "Description": "In this video, the series is wrapped up. Welcome to the Machine Learning for Forex and Stock analysis and algorithmic trading ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ApGBEOK-jng", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Monte Carlo Simulation and Python 5 - Martingale Strategy", "Time Created": "", "Time Published": "2014-03-23T23:00:01Z", "Duration": "", "Description": "Monte Carlo Simulation with Python Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "3P3TcKaegbA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Generative Python Transformer p.1 - Acquiring Raw Data", "Time Created": "", "Time Published": "2021-05-03T14:13:02Z", "Duration": "", "Description": "In a quest to teach neural networks via transformers to write Python code. Project name: Generative Python Transformers! Neural ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "OxC74ojgV-Y", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Geysers and Expanding - Python AI in StarCraft II tutorial p.3", "Time Created": "", "Time Published": "2018-06-23T13:31:57Z", "Duration": "", "Description": "In this part 3 of the StarCraft II AI in python series, we are going to be collecting another much-needed resource: Gas, as well as ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "BJfyATa9nX0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Admin and Apps - Django Web Development with Python p.3", "Time Created": "", "Time Published": "2019-01-23T17:07:20Z", "Duration": "", "Description": "Welcome to part 3 of the web development with Django and Python tutorial series. In this tutorial, we're goign to be checking out ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "62LSK62Gudc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Chat Application Page - Kivy Mobile and Desktop App Dev w/ Python", "Time Created": "", "Time Published": "2019-04-29T15:14:13Z", "Duration": "", "Description": "Welcome to part 5 of the Kivy tutorials, where we're making a chatroom application. Leading up to this point, we've built out our ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "2486auSLTUI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Generative Python Transformer p.5 - Training and some testing of GPT-2 model", "Time Created": "", "Time Published": "2021-05-22T15:07:00Z", "Duration": "", "Description": "Training some some short tests of the newly-minted generative python transformer model :D Neural Networks from Scratch book: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Gn-vfxs_sjg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Filtering for Puck - Teaching a Robotic Arm to Play Air Hockey p.2", "Time Created": "", "Time Published": "2018-05-23T13:49:07Z", "Duration": "", "Description": "How we're going to at least initially filter for the puck's location. Source code: https://github.com/Sentdex/uarm UFactory store: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "79A1YoQ5ZJc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "User Login and Logout - Django Web Development with Python p.8", "Time Created": "", "Time Published": "2019-01-30T15:18:58Z", "Duration": "", "Description": "Welcome to part 8 of the web development with Python and Django tutorial series. Here, we're going to continue working on our ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "TO8I-nggpzs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Mean Shift with Titanic Dataset - Practical Machine Learning Tutorial with Python p.40", "Time Created": "", "Time Published": "2016-07-01T14:38:06Z", "Duration": "", "Description": "We continue the topic of clustering and unsupervised machine learning with Mean Shift, this time applying it to our Titanic dataset.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "GnLHI_nekm8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Using templates - Go Lang Practical Programming Tutorial p.17", "Time Created": "", "Time Published": "2017-11-03T14:35:03Z", "Duration": "", "Description": "Hello and welcome to part 17 of the Golang tutorial series. We just covered templating with the html/template package, and now ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "U9TnXzQgIJU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Kivy with Python tutorial Part 8 - Simple Drawing Application", "Time Created": "", "Time Published": "2015-02-25T16:48:30Z", "Duration": "", "Description": "In this Kivy application development tutorial, we cover how to use the touch input from the user to create a simple drawing ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "au8xkSQW1kE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Bringing things together - Iterators/Iterables - Python 3 Programming Tutorial p.13", "Time Created": "", "Time Published": "2018-11-07T16:28:28Z", "Duration": "", "Description": "Welcome to part 13 of the Python 3 basics tutorial series. Here, we're going to be bringing our TicTacToe game together, so let's ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dFARw8Pm0Gk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "RNN Example in Tensorflow - Deep Learning with Neural Networks 11", "Time Created": "", "Time Published": "2016-09-14T13:28:16Z", "Duration": "", "Description": "In this deep learning with TensorFlow tutorial, we cover how to implement a Recurrent Neural Network, with an LSTM (long short ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "jj72SdnTMfE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "3D Charts in Matplotlib for Python: Multiple datasets scatter plot", "Time Created": "", "Time Published": "2013-07-10T04:06:29Z", "Duration": "", "Description": "Link to the full playlist: Sometimes people want to plot a scatter plot and compare different datasets to see if there is any ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "kY2tKfsfyhU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Sentdex Channel Update", "Time Created": "", "Time Published": "2020-07-24T14:18:35Z", "Duration": "", "Description": "Long time no video! https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "YFxVHD2TNII", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Preprocessing cont'd - Deep Learning with Neural Networks and TensorFlow part 6", "Time Created": "", "Time Published": "2016-08-23T12:46:50Z", "Duration": "", "Description": "Welcome to part six of the Deep Learning with Neural Networks and TensorFlow tutorials. Where we left off, we explained our plan ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "KSX2psajYrg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Self driving car neural network in the city - Python plays GTA with Tensor Flow p.14", "Time Created": "", "Time Published": "2017-04-21T18:16:48Z", "Duration": "", "Description": "In this self-driving car with Python video, I introduce a newer, much more challenging network and task that is driving through a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "3F7P2lAD6hw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Getting MPI4py and MPI tutorial- Supercomputing and Parallel Programming in Python and MPI 1", "Time Created": "", "Time Published": "2014-02-28T00:14:44Z", "Duration": "", "Description": "Supercomputer Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "nla4C-VYNEU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Scikit-Learn incorporation - Natural Language Processing With Python and NLTK p.15", "Time Created": "", "Time Published": "2015-05-16T13:14:45Z", "Duration": "", "Description": "Despite coming packed with some classifiers, NLTK is mainly a toolkit focused on natural language processing, and not machine ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "I3xQcBwjXPc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Building out Bot Commands - making Discord bots with Discordpy p.2", "Time Created": "", "Time Published": "2018-10-14T13:17:57Z", "Duration": "", "Description": "Welcome to Part 2 of the DiscordPy bot creation for Sentdebot in my discord.gg/sentdex server. In this part, we're going to start ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "OebyvmZo3w0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 24 - multi y axis plotting volume on stock chart", "Time Created": "", "Time Published": "2015-07-12T02:09:16Z", "Duration": "", "Description": "In this Matplotlib tutorial, we're going to cover how we can have multiple Y axis on the same subplot. In our case, we're interested ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "8v3how07th4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 28 - plotting coordinates on a map with Basemap", "Time Created": "", "Time Published": "2015-07-12T02:09:57Z", "Duration": "", "Description": "Welcome to another Basemap with Matplotlib tutorial. In this tutorial, we're going to cover how to plot single coordinates, as well ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "io6Ajf5XkaM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Installing the GPU version of TensorFlow for making use of your CUDA GPU", "Time Created": "", "Time Published": "2016-08-26T14:10:28Z", "Duration": "", "Description": "Welcome to part nine of the Deep Learning with Neural Networks and TensorFlow tutorials. If you are going to realistically ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "6pEyGbCMl4U", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Longer-term model results - Self-driving cars with Carla and Python p.6", "Time Created": "", "Time Published": "2019-09-16T14:00:59Z", "Duration": "", "Description": "Text-based tutorial and sample code: https://pythonprogramming.net/trained-model-self-driving-autonomous-cars-carla-python/ ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ZEULPvS_eeI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Custom Data Panel - Zipline Tutorial local backtesting and finance with Python p.3", "Time Created": "", "Time Published": "2018-05-02T17:58:23Z", "Duration": "", "Description": "Welcome to part 3 of the local backtesting with Zipline tutorial series. So far, we've shown how to run Zipline locally, but we've ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "aMjSJGtXdeg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Further improvements to rule-based bot - Halite III coding competition p.6", "Time Created": "", "Time Published": "2018-10-23T13:38:30Z", "Duration": "", "Description": "Text tutorials and sample code: coming soon(tm) Discord: https://discord.gg/sentdex Support the content: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "nWJZ4w0HKz8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "A more interesting self-driving neural network model - Python plays GTA p.13", "Time Created": "", "Time Published": "2017-04-18T17:11:07Z", "Duration": "", "Description": "Text tutorials and sample code: https://pythonprogramming.net/game-frames-open-cv-python-plays-gta-v/ Training data and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Vs5xcZ4HUcY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Getting Somewhere! - Brain Computer Interface w/ Python, OpenBCI, and EEG data p.3", "Time Created": "", "Time Published": "2019-11-15T14:29:25Z", "Duration": "", "Description": "Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: https://discord.gg/sentdex ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "SB8ckgT8l9c", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Twitter Sentiment Analysis - Natural Language Processing With Python and NLTK p.20", "Time Created": "", "Time Published": "2015-05-20T13:13:21Z", "Duration": "", "Description": "Finally, the moment we've all been waiting for and building up to. A live test! We've decided to employ this classifier to the live ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "LwNPWNCA7ZI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": ""Members only" bug.", "Time Created": "", "Time Published": "2019-09-13T15:42:49Z", "Duration": "", "Description": "Whoa, some people really hate the topic of cloud vs local GPUs LOL. Channel membership: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Myj8zbsfZBA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Reverse Image Lookup on Google with Python programming tutorial", "Time Created": "", "Time Published": "2014-12-19T15:40:43Z", "Duration": "", "Description": "In this programming tutorial, I cover how you can do a reverse image lookup with Google. This can be used for image source ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "D9vdhjR8eWE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Sikuli Tutorial 3: Program visually in python!", "Time Created": "", "Time Published": "2013-07-10T22:13:25Z", "Duration": "", "Description": "Cool Python Programs Playlist: http://www.youtube.com/playlist?list=PLQVvvaa0QuDd2eLUw6i-Pbk3H_15Lfo3b Sentdex.com ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "k_qoth-0L48", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Adding other exchanges p.2 - Tkinter tutorial Python 3.4 part 21", "Time Created": "", "Time Published": "2014-12-06T18:22:39Z", "Duration": "", "Description": "Tkinter GUI TutorialPlaylist: http://www.youtube.com/playlist?list=PLQVvvaa0QuDclKx-QpC9wntnURXVJqLyk This Tkinter GUI ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Y-CT_l1dnVU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Publishing to a Web Server - Django Web Development with Python 11", "Time Created": "", "Time Published": "2016-02-12T15:30:19Z", "Duration": "", "Description": "In this Django tutorial, we cover how to move from a local environment to a live web server. I have chosen for us to use Digital ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "jeVZP5vgEC4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Monte Carlo Simulation and Python 4 - Plotting with Matplotlib", "Time Created": "", "Time Published": "2014-03-22T23:00:01Z", "Duration": "", "Description": "Monte Carlo Simulation with Python Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "4FLb1ulb64o", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Deploying Django to a server - Django Web Development with Python p.12", "Time Created": "", "Time Published": "2019-02-15T13:59:31Z", "Duration": "", "Description": "In this tutorial, we're going to focus on the deployment of a Django website. Get started with $20 credit: https://linode.com/sentdex ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "xm25LaJANXc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Moving towards the most halite - Halite III coding competition p.3", "Time Created": "", "Time Published": "2018-10-19T13:10:39Z", "Duration": "", "Description": "Text tutorials and sample code: coming soon(tm) Discord: https://discord.gg/sentdex Support the content: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "1I4gHpctXbU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "OpenCV Face Detection with Raspberry Pi - Robotics with Python p.7", "Time Created": "", "Time Published": "2015-09-01T13:44:38Z", "Duration": "", "Description": "Next, we're going to touch on using OpenCV with the Raspberry Pi's camera, giving our robot the gift of sight. There are many ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Oh2Dkkswy30", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 6 - Pie Charts", "Time Created": "", "Time Published": "2015-07-12T02:05:09Z", "Duration": "", "Description": "Pie charts are a lot like the stack plots, only they are for a certain point in time. Typically, a Pie Chart is used to show parts to the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ZDu3LKv9gOI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Support Vector Machine Fundamentals - Practical Machine Learning Tutorial with Python p.23", "Time Created": "", "Time Published": "2016-05-19T13:17:24Z", "Duration": "", "Description": "In this tutorial, we cover some more of the fundamentals of the Support Vector Machine. https://pythonprogramming.net ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "NjSlj95lliM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Sentdex Live - TensorFlow.js Introduction", "Time Created": "", "Time Published": "2018-06-09T16:38:28Z", "Duration": "", "Description": "Introduction to TensorFlow.js. In this livestream, the goal is to get you familiar with TensorFlow.js, why you would use it, and how to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "BMHiNwJmqAA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "[See Description] Shorting based on Sentiment Analysis signals - Python for Finance 11", "Time Created": "", "Time Published": "2015-07-06T15:27:37Z", "Duration": "", "Description": "UPDATED series: https://pythonprogramming.net/quantopian-trading-strategies-introduction-python-programming-for-finance/ ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "vkD4iKpXYbk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "[See Description] Achieving Targets and Shorting - Python for Finance with Zipline and Quantopian 8", "Time Created": "", "Time Published": "2015-07-03T13:32:55Z", "Duration": "", "Description": "UPDATED series: https://pythonprogramming.net/quantopian-trading-strategies-introduction-python-programming-for-finance/ ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "FPkHecI3y_4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 18 - annotating last price to edge of matplotlib graph example", "Time Created": "", "Time Published": "2015-07-12T02:06:26Z", "Duration": "", "Description": "In this Matplotlib tutorial, we're going to show an example of how we can track the last price of a stock, by annotating it to the right ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "w43uNAaF1hU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Monte Carlo Simulation and Python 13 - D'Alembert Strategy", "Time Created": "", "Time Published": "2014-03-30T15:30:01Z", "Duration": "", "Description": "Monte Carlo Simulation with Python Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "1O-ADMQUAZQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Graphing OHLC Candlestick - Tkinter tutorial Python 3.4 part 26", "Time Created": "", "Time Published": "2014-12-09T15:17:18Z", "Duration": "", "Description": "Tkinter GUI TutorialPlaylist: http://www.youtube.com/playlist?list=PLQVvvaa0QuDclKx-QpC9wntnURXVJqLyk This Tkinter GUI ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "aRQxMYoCOuI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 11 - handling unix time", "Time Created": "", "Time Published": "2015-07-12T02:05:48Z", "Duration": "", "Description": "In this Matplotlib tutorial video, we're going to cover how to handle the conversion of unix time stamps to then plot date stamps in ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "_2vW0JE18pY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Running functions on an Interval with setInterval - JavaScript Programming Basics p.3", "Time Created": "", "Time Published": "2019-05-18T13:25:12Z", "Duration": "", "Description": "Welcome to part 3 of the JavaScript basics tutorial series. In this part, we're going to look at a method that will allow us to animate ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "CLFp9D9-0Eo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Self-driving Car - Python plays Grand Theft Auto 5 p.7", "Time Created": "", "Time Published": "2017-04-10T14:59:55Z", "Duration": "", "Description": "As I was contemplating the next steps, I was curious about a couple of choices for Artificially Intelligent driving. One thought I had ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "lB_5pC1MkGg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Qubits and Gates - Quantum Computer Programming w/ Qiskit p.2", "Time Created": "", "Time Published": "2019-12-06T14:34:50Z", "Duration": "", "Description": "Diving deeper into Qubits, what they really are, how to visually represent a qubit, and how quantum gates impact these qubits.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "CT9tqR7XeX0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Dynamically sending and receiving tutorial - Parallel Programming in Python and MPI 6", "Time Created": "", "Time Published": "2014-03-04T19:37:43Z", "Duration": "", "Description": "Supercomputer Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "K2hFNFN9lRc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Data Structure - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.2", "Time Created": "", "Time Published": "2017-11-25T14:39:06Z", "Duration": "", "Description": "What's going on everyone and welcome to the 2nd part of the chatbot with Python and TensorFlow tutorial series. By now, I am ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ccANcNk8Dac", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Accessing the internet - Go Lang Practical Programming Tutorial p.10", "Time Created": "", "Time Published": "2017-10-27T13:30:21Z", "Duration": "", "Description": "Welcome to part 10 of the Go programming tutorial series, where we're going to be covering how to access the internet with Go ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "B0QWhd5E-Wc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "PythonProgramming.net's +=1 Subscription", "Time Created": "", "Time Published": "2015-09-11T21:16:13Z", "Duration": "", "Description": "+=1 is augmentation to the current Python programming tutorials, giving you no ads on the website, as well as video downloads ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "UCp5tcUMdks", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Monte Carlo Simulation and Python 17 - Using Monte Carlo to find best D'Alembert Increment", "Time Created": "", "Time Published": "2014-04-03T16:30:00Z", "Duration": "", "Description": "Monte Carlo Simulation with Python Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "zt97GlmjQbY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Version 2 Changes - Python AI in StarCraft II tutorial p.13", "Time Created": "", "Time Published": "2018-07-21T14:55:04Z", "Duration": "", "Description": "What is going on and welcome to part 13 of the AI in StarCraft II series. Leading up to this point, we've tested out a basic strategy ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "an8DFGE932I", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Bitcoin Trading - Relative Strength Index (RSI)", "Time Created": "", "Time Published": "2013-12-11T02:39:28Z", "Duration": "", "Description": "This video shows you how to add the RSI to python, so we can use RSI for backtesting. I cover a bunch of trading indicators in my ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "FyhxoHKFIiY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Attacking and Defeating the Enemy - Starcraft 2 AI with Python (p.3)", "Time Created": "", "Time Published": "2022-03-07T15:21:37Z", "Duration": "", "Description": "Welcome to part 3 of the Starcraft AI with Python series. In the previous tutorials we learned the basics of writing an AI agent within ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "IXhZLRagXNU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Halite III (2018) AI Competition Introduction", "Time Created": "", "Time Published": "2018-10-17T13:07:19Z", "Duration": "", "Description": "Welcome everyone to a tutorial on Halite III, a game where you compete against other programmers to create artificial ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "bGCafQT5h1s", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Support Vector Machine Optimization - Practical Machine Learning Tutorial with Python p.24", "Time Created": "", "Time Published": "2016-05-21T15:02:43Z", "Duration": "", "Description": "In this tutorial, we discuss the optimization problem that is the Support Vector Machine, as well as how we intend to solve it ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "9os9uQJqDbI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Building Database - Creating a Chatbot with Deep Learning, Python, and TensorFlow p.5", "Time Created": "", "Time Published": "2017-11-27T16:33:39Z", "Duration": "", "Description": "Welcome to part 5 of the chatbot with Python and TensorFlow tutorial series. Leading up to this tutorial, we've been working with ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "6bFN2YkN6bo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Fake Voice Text to Speech Deep Learning ft. Elon Musk, Trump, Obama, and Joe Rogan", "Time Created": "", "Time Published": "2019-07-12T15:22:06Z", "Duration": "", "Description": "Doing research to see where we currently are with faking voice audio with neural networks/deep learning. Learning to create ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "j9elKTmCEhY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Views and Templates - Django Web Development with Python p.4", "Time Created": "", "Time Published": "2019-01-24T14:48:57Z", "Duration": "", "Description": "Welcome to part 4 of the web development with Django and Python tutorial series, where we will be talking more in depth about ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "2hM44nr7Wms", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Controlling the Car and getting Camera Sensor Data - Self-driving cars with Carla and Python p.2", "Time Created": "", "Time Published": "2019-08-12T14:40:01Z", "Duration": "", "Description": "Welcome to part 2 of the Carla self-driving car tutorial series. In this tutorial, we're going to introduce you to the Python API side of ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "oYbVFhK_olY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Deep Learning with Neural Networks and TensorFlow Introduction", "Time Created": "", "Time Published": "2016-07-18T13:30:04Z", "Duration": "", "Description": "Welcome to a new section in our Machine Learning Tutorial series: Deep Learning with Neural Networks and TensorFlow.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "MPK3HEKvhes", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Generative Python Transformer p.2 - Raw Data Cleaning", "Time Created": "", "Time Published": "2021-05-07T15:11:00Z", "Duration": "", "Description": "Removing non python files for our generative python transformer model's training data. Neural Networks from Scratch book: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "YSe9Tu_iNQQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Introduction - Intermediate Python Programming p. 1", "Time Created": "", "Time Published": "2016-11-01T14:15:40Z", "Duration": "", "Description": "Welcome to the intermediate Python programming tutorial series. In this series, we're going to be taking the \"next steps\" after one ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "IrbpMFJ_Trg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Complex Math Results - Unconventional Neural Networks p.12", "Time Created": "", "Time Published": "2018-04-17T12:42:07Z", "Duration": "", "Description": "Can we do math with deep learning? Let's see how far we can go! Github specific commit for the seq2seq chatbot used here: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "1xyhgFXhXG8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Drawing a Number by Request with Generative Model - Unconventional Neural Networks p.6", "Time Created": "", "Time Published": "2018-04-09T13:15:21Z", "Duration": "", "Description": "Hello and welcome to part 6 of our neural network antics. In the previous tutorial, we attempted to use a generative model to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "19yyasfGLhk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "More stock manipulations - Python Programming for Finance p.4", "Time Created": "", "Time Published": "2017-01-17T18:20:56Z", "Duration": "", "Description": "Hello and welcome to part 4 of the Python for Finance tutorial series. In this tutorial, we're going to continue learning about more ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "TBGmkg-SA7M", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python Finance and Math Tutorials: Programming the Elder Force Index (EFI)", "Time Created": "", "Time Published": "2013-12-03T01:25:58Z", "Duration": "", "Description": "This tutorial video teaches you how to program the Elder Force Index (EFI) indicator in Python. The Elder Force Index indicator ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "SlZLnxgFuls", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Kivy with Python tutorial Part 11 - Drawing Application with Screen Manager", "Time Created": "", "Time Published": "2015-02-27T01:32:05Z", "Duration": "", "Description": "In this Kivy application development tutorial, we cover how to implement our Drawing Application into our currently very basic ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "_nMoCsPI-IA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "[See Description] Programming for Finance Part 2 - Creating an automated trading strategy", "Time Created": "", "Time Published": "2015-06-27T14:13:48Z", "Duration": "", "Description": "UPDATED series: https://pythonprogramming.net/quantopian-trading-strategies-introduction-python-programming-for-finance/ ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "j87KKBZbmqk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Who is the Sentdex Audience?", "Time Created": "", "Time Published": "2020-03-18T14:58:57Z", "Duration": "", "Description": "Neural Networks from Scratch: https://nnfs.io Channel membership: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "sCxEVQALkTY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Raspberry pi with Python for Robotics 13 - Testing Autonomous Code", "Time Created": "", "Time Published": "2014-05-08T02:52:24Z", "Duration": "", "Description": "Basic Raspberry Pi Robot Car Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "eJRLftYo9A0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Organizing our GUI window - Tkinter tutorial Python 3.4 p. 8", "Time Created": "", "Time Published": "2014-11-14T15:27:34Z", "Duration": "", "Description": "In this Python 3 with Tkinter programming tutorial, we cover how to organize the tkinter window. Tkinter GUI TutorialPlaylist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Xr6sG1QnMbw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Geographical Plotting with Python Part 4 - Plotting on a Map", "Time Created": "", "Time Published": "2013-09-29T22:37:04Z", "Duration": "", "Description": "Sample code: http://pythonprogramming.net/plotting-maps-python-basemap/ Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "MJDjVcfm-r0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Embedding and Attaching w/ Image Example - making Discord bots with Discordpy 1.0.0 p.4", "Time Created": "", "Time Published": "2018-10-16T12:55:24Z", "Duration": "", "Description": "Greetings and welcome to part 4 of the DiscordPy tutorials. In this tutorial, we're going to add the functionality for our bot to share ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "C30xMkLNoUI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Flask Tutorial Web Development with Python 4 - Starting the Homepage", "Time Created": "", "Time Published": "2015-03-20T15:10:00Z", "Duration": "", "Description": "In this Flask web development tutorial video, we begin to create our Homepage to the website. sample code: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "7uhMemi2mFc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Creating a Reddit Bot to Detect Spam - Python Reddit API Wrapper (PRAW) tutorial p.4", "Time Created": "", "Time Published": "2018-01-19T17:50:08Z", "Duration": "", "Description": "In this tutorial, we cover how to make a reddit bot that detects spammers on reddit and posts their spam stats on their threads to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ycmgbUd8LQI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Building Neural Network Training data - Python AI in StarCraft II tutorial p.9", "Time Created": "", "Time Published": "2018-07-08T12:38:12Z", "Duration": "", "Description": "Now that we have the visual data we want, we build and save this as our training data for our neural network if the AI was ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "PRsp5p1l7DI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Reinforcement Learning Environment for Car Agent - Self-driving cars with Carla and Python p.3", "Time Created": "", "Time Published": "2019-08-16T14:23:25Z", "Duration": "", "Description": "Welcome to part 3 of the Carla autonomous/self-driving car with Python programming tutorials. In this tutorial, we're going to take ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ELUxJsQK290", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Introduction and basic bot - making Discord bots with Discordpy p.1", "Time Created": "", "Time Published": "2018-10-13T13:33:49Z", "Duration": "", "Description": "Welcome everyone to a DiscordPy tutorial. DiscordPy is a Python package aimed at helping you to make discord bots.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "vlTQLb_a564", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Combining Algos with a Vote - Natural Language Processing With Python and NLTK p.16", "Time Created": "", "Time Published": "2015-05-16T22:47:45Z", "Duration": "", "Description": "Now that we have many classifiers, what if we created a new classifier, which combined the votes of all of the classifiers, and then ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "eObouMO2qSE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Sentiment Analysis Module - Natural Language Processing With Python and NLTK p.19", "Time Created": "", "Time Published": "2015-05-19T14:06:16Z", "Duration": "", "Description": "Now that we've got a more reliable classifier, we're ready to push forward. Here, we cover how we can convert our classifier ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ecZZ8CvNQ6M", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 29 - matplotlib 3d intro", "Time Created": "", "Time Published": "2015-07-12T02:10:01Z", "Duration": "", "Description": "Hello and welcome to a 3D graphing in Matplotlib tutorial. Three dimensional graphing in Matplotlib is already built in, so we do ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "UuteCccDXCE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Model Analysis - Deep Learning and Neural Networks with Python and Pytorch p.8", "Time Created": "", "Time Published": "2019-10-15T14:30:21Z", "Duration": "", "Description": "Welcome to part 8 of the deep learning with Pytorch series. In this tutorial, we'll be covering how to do analysis of our model, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "pxZy5jHID_A", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Adding other economic indicators - p.14 Data Analysis with Python and Pandas Tutorial", "Time Created": "", "Time Published": "2015-10-30T01:36:23Z", "Duration": "", "Description": "Hello everyone and welcome to Part 14 of our Data Analysis with Python and Pandas for Real Estate investing tutorial series.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hLR71ZJBUFU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Flask Tutorial Web Development with Python 6 - Finishing Homepage", "Time Created": "", "Time Published": "2015-03-20T15:10:39Z", "Duration": "", "Description": "sample code: http://pythonprogramming.net http://seaofbtc.com http://sentdex.com http://hkinsley.com https://twitter.com/sentdex ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "pt85jGDGFtU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Pandas with Python 2.7 Part 6 - Data visualization with Matplotlib", "Time Created": "", "Time Published": "2014-07-30T02:52:13Z", "Duration": "", "Description": "One of the most powerful aspects of Pandas is it's easy inclusion into the Matplotlib module. Matplotlib is a popular and robust ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "YLT2oyIgUHY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Getting Company Information - Using Programming for Fundamental Investing Part 2", "Time Created": "", "Time Published": "2013-09-18T02:34:39Z", "Duration": "", "Description": "This is the second video in the series for using programming to aid fundamental investing analysis, showing you where we will be ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "3RJx34kGRGk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Game Development in Python 3 With PyGame - 10 - Start Menu", "Time Created": "", "Time Published": "2014-10-10T19:57:53Z", "Duration": "", "Description": "See http://pythonprogramming.net for sample code PyGame with Python 3 Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "_vU55wqthzk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Sentdex Live - Playing Air Hockey with Robot Arm", "Time Created": "", "Time Published": "2018-05-27T16:49:51Z", "Duration": "", "Description": "Support the stream: https://streamlabs.com/sentdex1.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dV8b-Rw2BW8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Oculus Rift S Review", "Time Created": "", "Time Published": "2019-05-25T14:03:19Z", "Duration": "", "Description": "My initial thoughts on the Oculus Rift S. Inside-out tracking makes setup and room-scale super simple, but comes with some initial ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "uK7wAvS8C0U", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Plotting live bitcoin price data - Tkinter GUI development series p. 9", "Time Created": "", "Time Published": "2014-11-16T15:05:10Z", "Duration": "", "Description": "In this Python 3 with Tkinter programming tutorial, we cover pulling live bitcoin prices to plot in our tkinter GUI graph. Tkinter GUI ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "HQTUwz1slAQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Conditionals (if statement) - JavaScript Programming Basics p.4", "Time Created": "", "Time Published": "2019-05-19T14:55:36Z", "Duration": "", "Description": "In this JavaScript basics tutorial, we're going to be covering conditional statements. In our case, we want to be able to handle for ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "JQkM_m-ZZ6U", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Scikit Learn Machine Learning Tutorial for investing with Python p. 13", "Time Created": "", "Time Published": "2015-01-06T04:32:13Z", "Duration": "", "Description": "In this machine learning with Scikit-learn (sklearn) tutorial video, we cover how to use Linear SVC with our investing data. sample ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "T5eJeCoprCA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Flask Tutorial Web Development with Python 13 - MySQL database", "Time Created": "", "Time Published": "2015-03-26T14:12:58Z", "Duration": "", "Description": "Welcome to part 13 of our Flask web development tutorial, in this video we discuss how to incorporate a MySQL database for ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "zZs2UE-yEMo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Scikit Learn Machine Learning Tutorial for investing with Python p. 16", "Time Created": "", "Time Published": "2015-01-11T15:06:13Z", "Duration": "", "Description": "In this machine learning tutorial video, we cover how to add data from another data set, Quandl, to our existing set. sample code: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "GgMwSCndePM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "[See Description] Understanding Hedgefund and other financial Objectives - Python for Finance 13", "Time Created": "", "Time Published": "2015-07-10T15:06:56Z", "Duration": "", "Description": "UPDATED series: https://pythonprogramming.net/quantopian-trading-strategies-introduction-python-programming-for-finance/ ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "z8y-BB2Cmbk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Analyzing Alpha Factors with Alphalens - Algorithmic Trading with Python and Quantopian p. 6", "Time Created": "", "Time Published": "2017-01-30T17:58:51Z", "Duration": "", "Description": "In this algorithmic trading with Python and Quantopian tutorial, we introduce Alphalens, which is a library aimed at helping you to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "KpS0uEFkfHg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Geographical Plotting with Python Part 2 - Some customization", "Time Created": "", "Time Published": "2013-09-29T22:25:01Z", "Duration": "", "Description": "Sample code: http://pythonprogramming.net/map-plotting-basemap-matplotlib-part-2/ Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "t_laVHXg64s", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Bitcoin Protocol Tutorial #7: The Network", "Time Created": "", "Time Published": "2014-02-05T20:40:41Z", "Duration": "", "Description": "Bitcoin Protocol Paper Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "IzDPLu1oKfo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "[See Description] Creating our Machine Learning Classifiers - Python for Finance 16", "Time Created": "", "Time Published": "2015-07-15T15:16:45Z", "Duration": "", "Description": "UPDATED series: https://pythonprogramming.net/quantopian-trading-strategies-introduction-python-programming-for-finance/ ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "wXYZHfZVY-4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Building a Quadcopter p.5 - First flight and other Info", "Time Created": "", "Time Published": "2016-03-16T15:20:39Z", "Duration": "", "Description": "In this tutorial, we'll wrap up the building of a basic quadcopter, fly it, and talk about a few more important things. First, we need to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "3vDLkSqZYhs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Monte Carlo Simulation and Python 10 -Analyzing some results", "Time Created": "", "Time Published": "2014-03-29T00:00:01Z", "Duration": "", "Description": "Monte Carlo Simulation with Python Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "rkzpx5Bkbek", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 22 - cleaning chart, custom fills, pruning", "Time Created": "", "Time Published": "2015-07-12T02:06:44Z", "Duration": "", "Description": "Welcome to another Matplotlib tutorial! In this tutorial, we're going to clean our chart a bit, and then do a few more customizations.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "N71gf1sMhfc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "[See Description] Leverage - Python for Finance with Quantopian and Zipline 18", "Time Created": "", "Time Published": "2015-08-07T15:55:55Z", "Duration": "", "Description": "UPDATED series: https://pythonprogramming.net/quantopian-trading-strategies-introduction-python-programming-for-finance/ ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "aIX2ZrSWgnc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Geographical Plotting with Python Part 3 - More customization", "Time Created": "", "Time Published": "2013-09-29T22:29:31Z", "Duration": "", "Description": "Sample code: http://pythonprogramming.net/basemap-possibilities/ Here we cover even more of the many options to consider with ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "tPoSIfOke7w", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Flask Web Development in Python - 5 - Twitter Bootstrap", "Time Created": "", "Time Published": "2014-09-28T17:36:36Z", "Duration": "", "Description": "Flask Playlist: http://youtu.be/mr90d7fp3SE?list=PLQVvvaa0QuDcOS4l8RCWh0olq_je0OKaP In this Flask website development ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "JeamFbHhmDo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Using More Data - Deep Learning with Neural Networks and TensorFlow part 8", "Time Created": "", "Time Published": "2016-08-25T13:16:26Z", "Duration": "", "Description": "Welcome to part eight of the Deep Learning with Neural Networks and TensorFlow tutorials. In the last tutorial, we applied a deep ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "JR8CmWyh2E8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Training Custom Object Detector - TensorFlow Object Detection API Tutorial p.5", "Time Created": "", "Time Published": "2017-08-25T14:17:01Z", "Duration": "", "Description": "Welcome to part 5 of the TensorFlow Object Detection API tutorial series. In this part of the tutorial, we will train our object ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "QSLvvxzTa7o", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "More web dev basics - Go Lang Practical Programming Tutorial p.9", "Time Created": "", "Time Published": "2017-10-27T13:29:36Z", "Duration": "", "Description": "Welcome to part 9 of the Go programming tutorial series. We started off with a simple \"hello world\" web app example, which lead ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "1dk9NO2M41E", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Scikit Learn Machine Learning Tutorial for investing with Python p. 19", "Time Created": "", "Time Published": "2015-01-14T16:15:39Z", "Duration": "", "Description": "In this machine learning tutorial video, we test based on our new data. sample code: http://pythonprogramming.net ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dI9M6JZR1lM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Elon Musk TTS Neural Network...a work in progress.", "Time Created": "", "Time Published": "2019-06-26T03:24:13Z", "Duration": "", "Description": "Thought I'd share a quick snippet of a Text-to-Speech model trained from youtube clips of Elon Musk. Still working on fine-tuning ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "8YbIwueDQx4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Functions - Python 3 Programming Tutorial p.6", "Time Created": "", "Time Published": "2018-10-31T15:58:26Z", "Duration": "", "Description": "Learning how and why to use Functions in Python. Playlist: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "r_D5TTV9-2c", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Final thoughts on K Nearest Neighbors - Practical Machine Learning Tutorial with Python p.19", "Time Created": "", "Time Published": "2016-05-11T13:32:55Z", "Duration": "", "Description": "We're going to cover a few final thoughts on the K Nearest Neighbors algorithm here, including the value for K, confidence, speed, ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Ln6A4g9NNnM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Conclusion - Deep Learning in Halite AI competition p.8", "Time Created": "", "Time Published": "2018-12-18T21:58:48Z", "Duration": "", "Description": "Concluding our evolutionary neural network model in Halite. Channel membership: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "_lqAQxdBapI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Deep Learning Chatbot R&D", "Time Created": "", "Time Published": "2020-03-31T17:57:49Z", "Duration": "", "Description": "Me toying around with the scored outputs of 20-something models, trying to figure out how to find the best answers. Neural ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "YfCh2atatSE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Testing our Machine Learning Strategy - Python for Finance 17", "Time Created": "", "Time Published": "2015-07-17T13:20:53Z", "Duration": "", "Description": "In this tutorial, we back test our machine learning strategy to see how we've actually done. sample code: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "IgnYjgpGSzE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Training Neural Network - Python AI in StarCraft II tutorial p.11", "Time Created": "", "Time Published": "2018-07-14T13:37:00Z", "Duration": "", "Description": "Welcome to Part 11 of the creating and Artificial Intelligence bot in StarCraft II with Python series. In this tutorial, we're going to be ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "QJKJBVUywDM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Scikit Learn Machine Learning Tutorial with Python p. 8", "Time Created": "", "Time Published": "2014-12-28T21:51:05Z", "Duration": "", "Description": "In this machine learning with scikit-learn and Python programming tutorial video, we cover how we're going to categorize or label ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "QErlGfPRoUU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Wrapping up TicTacToe - Python 3 Programming Tutorial p.14", "Time Created": "", "Time Published": "2018-11-08T15:58:29Z", "Duration": "", "Description": "Welcome to part 14 of the Python 3 basics series. Things are definitely cleaning up, we just have a few more things to conquer ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "MynOPIJi4VY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Running our Reinforcement Learning Agent - Self-driving cars with Carla and Python p.5", "Time Created": "", "Time Published": "2019-08-28T14:32:23Z", "Duration": "", "Description": "Now that we've got our environment and agent, we just need to add a bit more logic to tie these together, which is what we'll be ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "81JULbBnv0A", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Improving Scouting - Python AI in StarCraft II tutorial p.14", "Time Created": "", "Time Published": "2018-07-22T14:27:26Z", "Duration": "", "Description": "Welcome to part 14 of the AI in StarCraft II series with Python. In this tutorial, we're going to be working on our scouting methods ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "2umnbZxdu-s", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Mapping news data - Go Lang Practical Programming Tutorial p.15", "Time Created": "", "Time Published": "2017-11-01T13:54:48Z", "Duration": "", "Description": "Welcome to part 15 of the Go programming tutorial series, where we'll be incorporating a map into our sitemap that we've pulled.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "E_lN40yhlzY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Next steps for self-driving vehicles - Python plays GTA p.8", "Time Created": "", "Time Published": "2017-04-18T17:10:50Z", "Duration": "", "Description": "Welcome to part 8 of the Python Plays: GTA V tutorial series. After the initial release, I got tons of great ideas from all of you, along ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "JHaqodAQqiI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Soft Margin SVM - Practical Machine Learning Tutorial with Python p.31", "Time Created": "", "Time Published": "2016-05-31T14:45:48Z", "Duration": "", "Description": "In reality, you may find that you either cannot find a linearly separable dimension for your dataset for machine learning, or you may ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "RxjIOXstxCk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "[See Description] Programming for Finance with Python and Quantopian and Zipline Part 1", "Time Created": "", "Time Published": "2015-06-26T15:31:49Z", "Duration": "", "Description": "UPDATED series: https://pythonprogramming.net/quantopian-trading-strategies-introduction-python-programming-for-finance/ ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "UrMM5Pic2IM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Reolink PoE Camera Review (RLC-410)", "Time Created": "", "Time Published": "2018-07-25T00:14:21Z", "Duration": "", "Description": "Review of Reolink PoE Cameras (RLC-410). Cameras and NVR were sent to me for free to be reviewed. RLC-410 camera: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "hWLurYddo88", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Reinforcement Learning Agent - Self-driving cars with Carla and Python p.4", "Time Created": "", "Time Published": "2019-08-22T14:46:53Z", "Duration": "", "Description": "In this self-driving car with Carla and Python tutorial, we work on creating our reinforcement learning agent code. Text-based ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "DYiHDCweZo8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Adding the MACD indicator - Tkinter tutorial Python 3.4 part 28", "Time Created": "", "Time Published": "2014-12-12T16:08:38Z", "Duration": "", "Description": "Tkinter GUI TutorialPlaylist: http://www.youtube.com/playlist?list=PLQVvvaa0QuDclKx-QpC9wntnURXVJqLyk This Tkinter GUI ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "PwAGxqrXSCs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Running our Network - Deep Learning with Neural Networks and TensorFlow", "Time Created": "", "Time Published": "2016-07-21T13:32:45Z", "Duration": "", "Description": "Welcome to part four of Deep Learning with Neural Networks and TensorFlow, and part 46 of the Machine Learning tutorial series.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "kKnBrTPeLYA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Self-driving cars with Python and TensorFlow update v0.03", "Time Created": "", "Time Published": "2017-06-20T17:42:29Z", "Duration": "", "Description": "An update to the self driving cars with Python and Tensorflow update for model v0.03. V0.03 mainly includes a higher resolution ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "wQQ0sUI2lJo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Kivy with Python tutorial Part 6 - Layouts: Float Layout", "Time Created": "", "Time Published": "2015-02-23T15:41:05Z", "Duration": "", "Description": "In this Kivy application development tutorial, we cover one of the layouts built into Kivy: Float Layout. Depending on your ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "NS-512UcERM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Pipeline - Algorithmic Trading with Python and Quantopian p. 5", "Time Created": "", "Time Published": "2017-01-30T17:58:29Z", "Duration": "", "Description": "In this Quantopian tutorial for algorithmic trading with Python, we introduce the concept of the Pipeline on Quantopian, which ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "oi6QBUZUgbc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Results - Python AI in StarCraft II tutorial p.17", "Time Created": "", "Time Published": "2018-08-02T20:54:15Z", "Duration": "", "Description": "In this part of the StarCraft II artificial intelligence series, we're going to run through the new model, training, and testing.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ZKYr9DB-Pzc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Menubar - PyQt with Python GUI Programming tutorial 5", "Time Created": "", "Time Published": "2015-05-29T19:31:13Z", "Duration": "", "Description": "In this PyQT4 GUI application development tutorial, we cover how to add a menu-bar to our application. sample code: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "wjPls4leeJI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Hobbies and Procrastination - Q&A #10", "Time Created": "", "Time Published": "2017-01-22T16:14:05Z", "Duration": "", "Description": "In this Q&A, I discuss hobbies and procrastination, two things that can sometimes intertwine. https://pythonprogramming.net ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "l68b0d92AHQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Scikit Learn Machine Learning Tutorial for investing with Python p. 18", "Time Created": "", "Time Published": "2015-01-13T17:29:11Z", "Duration": "", "Description": "In this machine learning tutorial video, we cover using our new dataset from Quandl to better report under-performing and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "rAdAVcS4aL0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Scikit Learn Machine Learning for investing Tutorial with Python p. 4", "Time Created": "", "Time Published": "2014-12-24T14:47:06Z", "Duration": "", "Description": "In this tutorial, we cover many of the concepts required for how we're going to handle our data set for machine learning. We then ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "H5D-6IsFn40", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Testing self driving neural network model - Python plays GTA p.12", "Time Created": "", "Time Published": "2017-04-18T17:11:03Z", "Duration": "", "Description": "Welcome to Part 12 of the Python Plays: Grand Theft Auto V tutorial series, where we're working on creating a self-driving car in ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "7UqRgcd0GwM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Deploying Model - Halite II 2017 Artificial Intelligence Competition p.7", "Time Created": "", "Time Published": "2018-01-12T14:13:03Z", "Duration": "", "Description": "Welcome to part 7 of the Halite II tutorials, and part 4 of the deep learning with Halite tutorials. In this tutorial, we're going to talk ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "xchDU2VMR4M", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Are Pre-trained Convolutions Better than Pre-trained Transformers? \u2013 Paper Explained", "Time Created": "", "Time Published": "2021-05-26T13:45:01Z", "Duration": "", "Description": "Paper explained and visualized \u201cAre Pre-trained Convolutions Better than Pre-trained Transformers?\u201d Tune in to the epic fight of ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "l3bTCP6x-FM", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "The efficiency misnomer | Size does not matter | What does the number of parameters mean in a model?", "Time Created": "", "Time Published": "2021-11-10T13:00:33Z", "Duration": "", "Description": "How important is the number of parameters in deep learning models? But what about other measures like FLOPs or ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "DVoHvmww2lQ", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "An image is worth 16x16 words: ViT | Is this the extinction of CNNs? Long live the Transformer?", "Time Created": "", "Time Published": "2020-10-08T13:59:58Z", "Duration": "", "Description": "Mom, it's the Transformers again! They have come to ruin my CNN building blocks! An Image is Worth 16x16 Words: paper ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "me3UsMm9QEs", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "The ultimate intro to Graph Neural Networks. Maybe.", "Time Created": "", "Time Published": "2020-08-13T12:11:06Z", "Duration": "", "Description": "Ms. Coffee Bean appears with the definitive introduction to Graph Neural Networks! Or short: GNNs. Because graphs are ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "6BPl81wGGP8", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "UMAP explained | The best dimensionality reduction?", "Time Created": "", "Time Published": "2021-02-18T13:00:01Z", "Duration": "", "Description": "UMAP explained! The great dimensionality reduction algorithm in one video with a lot of visualizations and a little code. Uniform ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "1biZfFLPRSY", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Positional embeddings in transformers EXPLAINED | Demystifying positional encodings.", "Time Created": "", "Time Published": "2021-07-12T10:00:00Z", "Duration": "", "Description": "What are positional embeddings / encodings? Follow-up video: Concatenate or add positional encodings? Learned positional ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "FWFA4DGuzSc", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "The Transformer neural network architecture EXPLAINED. \u201cAttention is all you need\u201d (NLP)", "Time Created": "", "Time Published": "2020-07-05T12:37:32Z", "Duration": "", "Description": "It is time to explain how Transformers work. If you are looking for a simple explanation, you found the right video! Table of ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "iH-wmtxHunk", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "A brief history of the Transformer architecture in NLP", "Time Created": "", "Time Published": "2020-06-12T13:30:03Z", "Duration": "", "Description": "The Transformer architecture has revolutionized Natural Language Processing, being capable to beat the state-of-the-art on ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "SndHALawoag", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Swin Transformer paper animated and explained", "Time Created": "", "Time Published": "2021-09-28T13:00:24Z", "Duration": "", "Description": "Swin Transformer paper explained, visualized, and animated by Ms. Coffee Bean. Find out what the Swin Transformer proposes ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "344w5h24-h8", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Diffusion models explained. How does OpenAI's GLIDE work?", "Time Created": "", "Time Published": "2022-03-23T13:53:11Z", "Duration": "", "Description": "Diffusion models beat GANs in image synthesis, GLIDE generates images from text descriptions, surpassing even DALL-E in ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Dp6iICL2dVI", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Masked Autoencoders Are Scalable Vision Learners \u2013 Paper explained and animated!", "Time Created": "", "Time Published": "2021-11-24T14:26:03Z", "Duration": "", "Description": "Masked Autoencoders Are Scalable Vision Learners\u201d paper explained by Ms. Coffee Bean. Say goodbye to contrastive learning ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "joZaCw5PxYs", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Beyond neural scaling laws \u2013 Paper Explained", "Time Created": "", "Time Published": "2022-09-10T08:00:16Z", "Duration": "", "Description": "Beyond neural scaling laws: beating power law scaling via data pruning\u201d paper explained with animations. You do not need to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "J87hffSMB60", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "How does Stable Diffusion work? \u2013 Latent Diffusion Models EXPLAINED", "Time Created": "", "Time Published": "2022-08-31T09:22:57Z", "Duration": "", "Description": "StableDiffusion explained. How does an AI generate images from text? How do Latent Diffusion Models work? If you want ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-FbV2KgRM8A", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Data-efficient Image Transformers EXPLAINED! Facebook AI's DeiT paper", "Time Created": "", "Time Published": "2021-01-02T11:00:00Z", "Duration": "", "Description": "\"Training data-efficient image transformers & distillation through attention\" paper explained! How does the DeiT transformer for ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dqKM1Mbt0pU", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Linear algebra with Transformers \u2013 Paper Explained", "Time Created": "", "Time Published": "2021-12-22T12:30:23Z", "Duration": "", "Description": "Why would one build a transformer to solve linear algebra problems when there is numpy.linalg? Check out the video to find out ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "3AUfWllnO7c", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "PCA explained with intuition, a little math and code", "Time Created": "", "Time Published": "2020-12-09T11:00:01Z", "Duration": "", "Description": "Say \"PCA\" and the dimensions go away! Dimensionality reduction with PCA (Principal Component Analysis) explained with ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "yi-A0kWXEO4", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "PaLM Pathways Language Model explained | 540 Billion parameters can explain jokes!?", "Time Created": "", "Time Published": "2022-04-26T13:18:50Z", "Duration": "", "Description": "It's time to explain PaLM, Google AI's Pathways Language model in a coffee break! \u2615 Are you ready for this 540 billion dense ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dh8Rxhf7cLU", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "OpenAI\u2019s CLIP explained! | Examples, links to code and pretrained model", "Time Created": "", "Time Published": "2021-01-26T12:00:09Z", "Duration": "", "Description": "Ms. Coffee Bean explains \u2753 how OpenAI's CLIP works, \u2754 what it can and cannot do \u2049\ufe0f and what people have been up to using ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "M2ToEXF6Olw", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Adding vs. concatenating positional embeddings & Learned positional encodings", "Time Created": "", "Time Published": "2021-07-18T11:45:01Z", "Duration": "", "Description": "When to add and when to concatenate positional embeddings? What are arguments for learning positional encodings? When to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "QqejV0LNDHA", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "ConvNeXt: A ConvNet for the 2020s \u2013 Paper Explained (with animations)", "Time Created": "", "Time Published": "2022-01-26T14:00:11Z", "Duration": "", "Description": "Can a ConvNet outperform a Vision Transformer? What kind of modifications do we have to apply to a ConvNet to make it as ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "j7pWPdGEfMA", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "FNet: Mixing Tokens with Fourier Transforms \u2013 Paper Explained", "Time Created": "", "Time Published": "2021-05-20T08:30:09Z", "Duration": "", "Description": "Ms. Coffee Bean explains and visualizes the paper \"FNet: Mixing Tokens with Fourier Transforms\" and what it all has to do with .", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "yPXNQ6Ig7hQ", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "[Quiz] Eigenfaces, Domain adaptation, Causality, Manifold Hypothesis, Denoising Autoencoder", "Time Created": "", "Time Published": "2021-12-26T13:00:34Z", "Duration": "", "Description": "Machine Learning Quiz questions explained. Luckily, Ms. Coffee Bean found Tim Elsner @daidailoh (Twitter) \u201cbrave\u201d enough to ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "4v7ngaiFdp4", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "The curse of dimensionality. Or is it a blessing?", "Time Created": "", "Time Published": "2020-12-02T11:00:03Z", "Duration": "", "Description": "MachineLearning often deals with high dimensional data or representations. Are many dimensions a blessing or a curse?", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "YyTyWGUUhmo", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Adversarial Machine Learning explained! | With examples.", "Time Created": "", "Time Published": "2020-07-24T13:00:18Z", "Duration": "", "Description": "Hint: Stay until the end of the video for an adversarial attack compilation! Ever wondered what adversarial attacks are?", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-GH9vW5FWUs", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Generalization \u2013 Interpolation \u2013 Extrapolation in Machine Learning: Which is it now!?", "Time Created": "", "Time Published": "2021-10-27T10:00:01Z", "Duration": "", "Description": "A summary of the Generalization \u2013 Interpolation \u2013 Extrapolation debate in machine Learning. \u201cLearning in High Dimension ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Xxts1ithupI", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Do Transformers process sequences of FIXED or of VARIABLE length? | #AICoffeeBreakQuiz", "Time Created": "", "Time Published": "2021-10-31T13:00:13Z", "Duration": "", "Description": "Explaining the answer to the following AI Coffee Break Quiz question: \u201cDo Transformers process sequences of fixed or of variable ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "pFf4PltQ9LY", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "BERTology meets Biology | Solving biological problems with Transformers", "Time Created": "", "Time Published": "2020-08-01T17:27:08Z", "Duration": "", "Description": "Transformers are meanwhile famous in natural language processing. New research applies the BERT Transformer architecture ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "P23EWdiPWDw", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Multimodal Machine Learning models do not work. Here is why. Part 1/2 \u2013 The SYMPTOMS", "Time Created": "", "Time Published": "2020-09-17T11:00:09Z", "Duration": "", "Description": "Have you ever wondered where the problems with multimodal integrations of vision and language are? This is the first part of Ms.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "zAyDhZFup9k", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "[Quiz] Regularization in Deep Learning, Lipschitz continuity, Gradient regularization", "Time Created": "", "Time Published": "2022-04-05T10:30:08Z", "Duration": "", "Description": "Regularization, Lipschitz continuity, Gradient regularization, Adversarial Defense, Gradient Penalty, were all topics of our daily ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "xqDeAz0U-R4", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Imagen, the DALL-E 2 competitor from Google Brain, explained \ud83e\udde0| Diffusion models illustrated", "Time Created": "", "Time Published": "2022-05-30T18:48:26Z", "Duration": "", "Description": "Imagen from Google Brain is competing with DALLE-2 when it comes to generating amazing images from just text! Here is an ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "YkK5IKgxp-c", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "How modern search engines work \u2013 Vector databases explained! | Weaviate open-source", "Time Created": "", "Time Published": "2021-09-05T12:00:30Z", "Duration": "", "Description": "Modern search engines explained. What you need to know about today's vector search engines, explained on a high-level with ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dd7nE4nbxN0", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Transformer combining Vision and Language? ViLBERT - NLP meets Computer Vision", "Time Created": "", "Time Published": "2020-07-11T16:48:33Z", "Duration": "", "Description": "If you always wanted to know hot to integrate both text and images in one single MULTIMODAL Transformer, then this is the video ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "jReaoJWdO78", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "What nobody tells you about MULTIMODAL Machine Learning! \ud83d\ude4a THE definition.", "Time Created": "", "Time Published": "2020-09-03T11:11:44Z", "Duration": "", "Description": "Multimodality \u2013 a definition. Parcalabescu et al. \"What is Multimodality?\" (2021): https://arxiv.org/abs/2103.06304 What is ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "XU4ZHUnnbpg", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "SimVLM explained | What the paper doesn\u2019t tell you", "Time Created": "", "Time Published": "2021-10-20T12:00:15Z", "Duration": "", "Description": "SimVLM explained. What the authors tell us, what they don't tell us and how this all works. Enjoy with coffee! Vision ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "aH7s6qXEUcc", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Transformers can do both images and text. Here is why.", "Time Created": "", "Time Published": "2021-02-08T12:30:02Z", "Duration": "", "Description": "What are the differences between text and images? Why can neural networks process both? This video explains why ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "D8j1c4NJRfo", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "What is tokenization and how does it work? Tokenizers explained.", "Time Created": "", "Time Published": "2021-08-23T14:51:44Z", "Duration": "", "Description": "What is tokenization? Ms. Coffee Bean explains tokenization (highly relevant for transformers nowadays) and highlights the ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "_qB4B6ttXk8", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "GANs explained | Generative Adversarial Networks video with showcase!", "Time Created": "", "Time Published": "2020-08-27T11:00:10Z", "Duration": "", "Description": "Generative Neural Networks (GANs) explained for everybody. We also have a little compilation of 5 examples of what GANs can ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "-niprVHNrgI", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "AI understanding language!? A roadmap to natural language understanding.", "Time Created": "", "Time Published": "2020-10-20T11:45:00Z", "Duration": "", "Description": "What does it take to make a Machine Learning system understand natural language? \"Experience Grounds Language\" \u2013 Paper ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "XHAoV_nKr1o", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "SEER explained: Vision Models more Robust & Fair when pretrained on UNCURATED images!?", "Time Created": "", "Time Published": "2022-04-12T10:45:00Z", "Duration": "", "Description": "The 10 billion parameter SEER model from @MetaAI is *fairer*, even though it is trained on *uncurated* data. How so? Check out ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "4Cxz4rnnZ7Q", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Foundation Models | On the opportunities and risks of calling pre-trained models \u201cFoundation Models\u201d", "Time Created": "", "Time Published": "2021-09-01T10:30:00Z", "Duration": "", "Description": "Sound the opinionated video alarm! We need to talk about \u201cfoundation models\u201d: What does the term mean? Is ViT a foundation ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "DwaBQbqh5aE", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Self-Attention with Relative Position Representations \u2013 Paper explained", "Time Created": "", "Time Published": "2021-07-31T18:15:49Z", "Duration": "", "Description": "We help you wrap your head around relative positional embeddings as they were first introduced in the \u201cSelf-Attention with ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "IOgxsULnqUo", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "NVIDIA Jarvis (now NVIDIA Riva) meets Ms. Coffee Bean", "Time Created": "", "Time Published": "2021-02-25T16:00:13Z", "Duration": "", "Description": "Ms. Coffee Bean meets NVIDIA Jarvis (recently renamed to Nvidia Riva). This is how it went.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "mvG2FGF0TvM", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "OpenAI's DALL-E explained. How GPT-3 creates images from descriptions.", "Time Created": "", "Time Published": "2021-01-06T17:48:37Z", "Duration": "", "Description": "How can GPT-3 create an avocado armchair? Have a look at DALL\u00b7E, OpenAI's new amazing text-to-image generator. Video with ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "jlmH1PAI6oU", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": ""Please Commit More Blatant Academic Fraud" \u2013 A fellow PhD student's response.", "Time Created": "", "Time Published": "2021-06-01T09:35:43Z", "Duration": "", "Description": "A broadcast of, discussion and response to \"Please Commit More Blatant Academic Fraud\" blog post by Jacob Buckman. Made by ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dOwRXpSSc8E", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "How do Vision Transformers work? \u2013 Paper explained | multi-head self-attention & convolutions", "Time Created": "", "Time Published": "2022-02-23T13:47:26Z", "Duration": "", "Description": "It turns out that multi-head self-attention and convolutions are complementary. So, what makes multi-head self-attention different ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "P7Rav5tK3Y0", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Pattern Exploiting Training explained! | PET, iPET, ADAPET", "Time Created": "", "Time Published": "2021-04-02T11:43:17Z", "Duration": "", "Description": "Small language models are also few-shot learners! Here you can find all about PET, iPET, ADAPET. Choose your favorite!", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "dabFOBE4eZI", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Pre-training of BERT-based Transformer architectures explained \u2013 language and vision!", "Time Created": "", "Time Published": "2020-07-15T17:58:33Z", "Duration": "", "Description": "What is masked language modelling? Or next sentence prediction? And why are they working so well? If you ever wondered what ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "5fqxPOaaqi0", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "GPT-3 explained with examples. Possibilities, and implications.", "Time Created": "", "Time Published": "2020-07-22T19:28:22Z", "Duration": "", "Description": "What is going on in AI research lately? GPT-3 crashed the party, let's see what it is and what it can do. Hoping we do not forget ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "yhVlb-Hz6yM", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Leaking training data from GPT-2. How is this possible?", "Time Created": "", "Time Published": "2021-01-10T14:03:12Z", "Duration": "", "Description": "Ms. Coffee Bean explains how a huge collaboration of researchers managed to extract training data from large language models ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "humlomyUB_Q", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "[Own work] VALSE \ud83d\udc83: Benchmark for Vision and Language Models Centered on Linguistic Phenomena", "Time Created": "", "Time Published": "2022-05-03T12:00:41Z", "Duration": "", "Description": "Let's VALSE ! We present our own work on the VALSE benchmark testing large pretrained vision and language models by ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "R80kc5cwEUw", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Can a language model (like GPT-3) learn meaning? But really?", "Time Created": "", "Time Published": "2020-08-20T11:30:02Z", "Duration": "", "Description": "What is meaning? How far is state-of-the art NLP from meaning? Do publications misuse the word \u201cmeaning\u201d? \"Climbing towards ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "8_UBDTHAHqY", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Data leakage during data preparation? | Using AntiPatterns to avoid MLOps Mistakes", "Time Created": "", "Time Published": "2021-08-10T10:00:08Z", "Duration": "", "Description": "How can data leakage happen during data preparation? Find out here, where Ms. Coffee Bean is visualizing the answer to this ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "xqdHfLrevuo", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "[RANT] Adversarial attack on OpenAI\u2019s CLIP? Are we the fools or the foolers?", "Time Created": "", "Time Published": "2021-03-18T13:00:26Z", "Duration": "", "Description": "Pen and paper fool OpenAI!\u201d Typographic attacks in the wild. Or not. Ms. Coffee Bean rants about the typographic attacks on ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "fL22NAtMNYo", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "How to check if a neural network has learned a specific phenomenon?", "Time Created": "", "Time Published": "2020-05-31T09:26:21Z", "Duration": "", "Description": "In this video, Ms. Coffee Bean and I explain how \"probing\" neural networks (in NLP) works. In other words, how we check if a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ytxnTwHfWls", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "How cross-modal are vision and language models really? \ud83d\udc40 Seeing past words. [Own work]", "Time Created": "", "Time Published": "2021-06-14T11:00:23Z", "Duration": "", "Description": "What could go wrong when presenting a paper without Ms. Coffee Bean? And this time, it is not ANY paper : Paper: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "AcvmyqGgMh8", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "How to make Movies with diffusion | Make-a-Video from MetaAI and Imagen Video from Google Brain", "Time Created": "", "Time Published": "2022-10-10T12:11:46Z", "Duration": "", "Description": "Video Diffusion models explained: MetaAI's Make-a-Video diffusion model and Imagen Video from Google Research. Sponsor: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "MNwURQ9621k", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "DALLE-2 has a secret language!? | Theories and explanations", "Time Created": "", "Time Published": "2022-06-13T12:39:15Z", "Duration": "", "Description": "DALLE-2 has a secret language? No, it's rather a secret vocabulary. Let's see what happens and why the model behaves like this.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "KS7UlN9SCg4", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "[Quiz] Interpretable ML, VQ-VAE w/o Quantization / infinite codebook, Pearson\u2019s, PointClouds", "Time Created": "", "Time Published": "2022-01-05T12:45:00Z", "Duration": "", "Description": "A hot batch of #MachineLearning Quiz questions explained! Tim Elsner @daidailoh (Twitter) jumped in again to do Ms. Coffee ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "KDCKJkNpMGQ", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "The convolution is not shift invariant. | Invariance vs Equivariance | \u2753 #AICoffeeBreakQuiz #Shorts", "Time Created": "", "Time Published": "2021-08-21T13:00:08Z", "Duration": "", "Description": "Are convolutions translational invariant? No, they're translation equivariant. What is the difference between invariance and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "9puivTkDaQk", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Why Multimodal Machine Learning models do not work. Part 2/2 \u2013 The CAUSES", "Time Created": "", "Time Published": "2020-09-24T10:15:00Z", "Duration": "", "Description": "Do you want to know the REASONS for problems in integrating images and text with deep learning? This is the second part of a ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "m2bXL5Z5CBM", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "A New Physics-Inspired Theory of Deep Learning | Optimal initialization of Neural Nets", "Time Created": "", "Time Published": "2022-05-12T12:00:36Z", "Duration": "", "Description": "A special video about recent exciting developments in mathematical deep learning! Make sure to check out the video if you ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "y7HivfXcMx0", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "How to increase the receptive field in CNNs? | #AICoffeeBreakQuiz #Shorts", "Time Created": "", "Time Published": "2021-08-22T12:15:51Z", "Duration": "", "Description": "Why network depth increases the receptive field / context window in Convolutional Neural Networks (CNNs). Explained and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "l7ofrfmVsd0", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Deep Learning for Symbolic Mathematics!? | Paper EXPLAINED", "Time Created": "", "Time Published": "2021-04-13T12:44:35Z", "Duration": "", "Description": "\"Neural Nets are inexact beasts that will never solve exact problems\", right? Wrong. Ms. Coffee Bean explains, draws and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "yCSXASFWNgA", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Eyes tell all: How to tell that an AI generated a face?", "Time Created": "", "Time Published": "2021-09-09T10:21:23Z", "Duration": "", "Description": "Are you afraid you cannot tell Deepfakes apart from real images? What if we told you that there is a way to know whether a face ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "1gHUiNLYa20", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Machine Translation for a 1000 languages \u2013 Paper explained", "Time Created": "", "Time Published": "2022-07-18T11:48:40Z", "Duration": "", "Description": "We explain the new polyglot model from Google Research that can translate between 1000 languages! No need to read the long ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "debgj24BAZE", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Charformer: Fast Character Transformers via Gradient-based Subword Tokenization +Tokenizer explained", "Time Created": "", "Time Published": "2021-06-29T10:43:54Z", "Duration": "", "Description": "What is tokenization? Ms. Coffee Bean explains tokenization in general, explains why flexible tokenization is important and then ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "mI4sXRSkzE8", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "What is the model identifiability problem? | Explained in 60 seconds! | \u2753 #AICoffeeBreakQuiz #Shorts", "Time Created": "", "Time Published": "2021-08-05T16:08:49Z", "Duration": "", "Description": "What is model (non)identifiability? Discussed AI Coffee Break Quiz questions: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "a6sKYiGMuXc", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Is today's AI smarter than YOU? #Shorts", "Time Created": "", "Time Published": "2021-08-16T13:58:09Z", "Duration": "", "Description": "The shortest and most honest explanation about the current state of today's Artificial Intelligence, or rather: When is your iPhone ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "TchiNj-BMtY", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "GPT2 wrote this 1000 subscribers special!", "Time Created": "", "Time Published": "2020-11-08T13:56:38Z", "Duration": "", "Description": "An AI wrote the script of this video. Thanks to everyone for your support! 1000 is an incredibly high number for people to follow ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "XEJ12DYtlOg", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Convolution vs Cross-Correlation. How most CNNs do not compute convolutions. | \u2753 #Shorts", "Time Created": "", "Time Published": "2021-08-19T13:24:21Z", "Duration": "", "Description": "Most CNNs do not compute convolutions, but cross-correlations. This is how, in 60 seconds. Our Veritasium Contest ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "gzNlfvu1hqo", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Announcement: \u2615\u2694\ufe0f\ud83c\udf75 AMA with AI Coffee Break & Chai Time Data Science over @Weights & Biases #Shorts", "Time Created": "", "Time Published": "2022-02-22T16:36:43Z", "Duration": "", "Description": "Watch on YouTube: https://www.youtube.com/watch?v=h0u64iBR1EI Happened on the 26th of Feb. at 5 PM CET / 8 AM PT.", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "W57u1j16iC8", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Data BAD | What Will it Take to Fix Benchmarking for NLU?", "Time Created": "", "Time Published": "2021-10-10T12:00:12Z", "Duration": "", "Description": "The Coffee Bean explains and comments the sobering take of the paper \"What Will it Take to Fix Benchmarking in Natural ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "rbg1Mdo2LZM", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Can a neural network tell if an image is mirrored? \u2013 Visual Chirality", "Time Created": "", "Time Published": "2020-08-08T09:18:39Z", "Duration": "", "Description": "What if a neural network can tell if an image is mirrored or not? How can image flipping and mirroring affect data augmentation in ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "h9xPrgTYP_0", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "AI Coffee Break - Channel Trailer", "Time Created": "", "Time Published": "2020-05-31T09:11:54Z", "Duration": "", "Description": "This is a YouTube Series about recent and relevant AI papers and topics. And Miss. Coffee Bean is kind enough to help me with ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "Ev17hz52FGo", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Our paper at CVPR 2020 - MUL Workshop and ACL 2020 - ALVR Workshop", "Time Created": "", "Time Published": "2020-06-22T13:49:59Z", "Duration": "", "Description": "We are happy to share with you our presentation of our new paper where we propose unsupervised phrase grounding that ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "ttDkpIq-sD4", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": ""What Can We Do to Improve Peer Review in NLP?" \ud83d\udc40", "Time Created": "", "Time Published": "2020-11-24T12:00:23Z", "Duration": "", "Description": "\"What Can We Do to Improve Peer Review in NLP?\" by A. Rogers and I. Augenstein explained by Ms. Coffee Bean! Enjoy! ... and ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "gx8ojvWV0jI", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Why do we care about cross-correlations vs convolutions | \u2753 #AICoffeeBreakQuiz #Shorts", "Time Created": "", "Time Published": "2021-08-20T10:56:06Z", "Duration": "", "Description": "How replacing the convolution by the cross-correlation loses the commutative property. Our Veritasium Contest submission: ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "tx6aXnt47po", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Scaling Vision Transformers? How much data can a transformer get? #Shorts", "Time Created": "", "Time Published": "2021-06-09T19:19:59Z", "Duration": "", "Description": "shorts Ms. Coffee Bean is shocked by the scaling laws of transformers on images (or ViT at least). Discussed paper : \u201cScaling ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "noxb_1zpDIw", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Saddle points vs. local minima in high dimensional spaces | \u2753 #AICoffeeBreakQuiz #Shorts", "Time Created": "", "Time Published": "2021-08-04T10:00:17Z", "Duration": "", "Description": "What are more common in high dimensional spaces? Local minima or saddle points? And why? #shorts #AICoffeeBreak ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "b6Gad5edd18", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Preparing for Virtual Conferences \u2013 7 Tips for recording a good conference talk", "Time Created": "", "Time Published": "2020-07-06T08:47:22Z", "Duration": "", "Description": "Online talks, virtual Conferences. They put us in the position to do what we have not done before, which is giving a pre-recorded ...", "Category": "", "Like Count": "", "Dislike Count": ""} -{"Video ID": "HWna2c5VXDg", "Channel ID": "UCobqgqE4i5Kf7wrxRxhToQA", "Title": "Transformer in Transformer: Paper explained and visualized | TNT", "Time Created": "", "Time Published": "2021-03-02T20:29:23Z", "Duration": "", "Description": "Transformer in Transformer\u201d paper explained by Ms. Coffee Bean. In this video you will find out why modelling image patches with ...", "Category": "", "Like Count": "", "Dislike Count": ""} +{"Video ID": "efPrtcLdcdM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "This is the worst AI ever", "Time Created": null, "Time Published": "2022-06-03T15:25:58Z", "Duration": null, "Description": "gpt4chan #4chan #ai GPT-4chan was trained on over 3 years of posts from 4chan's \"politically incorrect\" (/pol/) board. (and no ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "TrdevFK_am4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale (Paper Explained)", "Time Created": null, "Time Published": "2020-10-04T11:22:34Z", "Duration": null, "Description": "ai #research #transformers Transformers are Ruining Convolutions. This paper, under review at ICLR, shows that given enough ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "6MUpWGeGMxs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "NeuralHash is BROKEN - How to evade Apple's detection & craft hash collisions (w/ Open Source Code)", "Time Created": null, "Time Published": "2021-08-19T14:03:52Z", "Duration": null, "Description": "apple #icloud #neuralhash Send your Apple fanboy friends to prison with this one simple trick ;) We break Apple's NeuralHash ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "n622girLRNM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Microsoft combines Images & Text | Meta makes artificial skin | Russians replicate DALL-E", "Time Created": null, "Time Published": "2021-11-12T09:29:59Z", "Duration": null, "Description": "mlnews #turing #reskin The latest and greatest from the Machine Learning world OUTLINE: 0:00 - Intro 0:15 - Sponsor: Weights ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "W3mrgqtm5R4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] BLOOM: 176B Open-Source | Chinese Brain-Scale Computer | Meta AI: No Language Left Behind", "Time Created": null, "Time Published": "2022-07-27T20:22:22Z", "Duration": null, "Description": "mlnews #bloom #ai Today we look at all the recent giant language models in the AI world! OUTLINE: 0:00 - Intro 0:55 - BLOOM: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "iDulhoQ2pro", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Attention Is All You Need", "Time Created": null, "Time Published": "2017-11-28T08:04:38Z", "Duration": null, "Description": "https://arxiv.org/abs/1706.03762 Abstract: The dominant sequence transduction models are based on complex recurrent or ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "TrLrBL1U8z0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] GitHub Copilot - Copyright, GPL, Patents & more | Brickit LEGO app | Distill goes on break", "Time Created": null, "Time Published": "2021-07-08T12:14:37Z", "Duration": null, "Description": "copilot #copyright #gpl GitHub and OpenAI release Copilot, an AI-powered code autocomplete system that can generate entire ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "P_xeshTnPZg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Perceiver: General Perception with Iterative Attention (Google DeepMind Research Paper Explained)", "Time Created": null, "Time Published": "2021-03-22T17:26:39Z", "Duration": null, "Description": "perceiver #deepmind #transformer Inspired by the fact that biological creatures attend to multiple modalities at the same time, ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "rl4nUngiR2k", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "BLEURT: Learning Robust Metrics for Text Generation (Paper Explained)", "Time Created": null, "Time Published": "2020-06-07T14:11:39Z", "Duration": null, "Description": "Proper evaluation of text generation models, such as machine translation systems, requires expensive and slow human ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "19Q-vMd9bYg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Inconsistency in Conference Peer Review: Revisiting the 2014 NeurIPS Experiment (Paper Explained)", "Time Created": null, "Time Published": "2021-09-27T13:22:14Z", "Duration": null, "Description": "neurips #peerreview #nips The peer-review system at Machine Learning conferences has come under much criticism over the last ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "rHQPBqMULXo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Machine Learning PhD Survival Guide 2021 | Advice on Topic Selection, Papers, Conferences & more!", "Time Created": null, "Time Published": "2021-03-30T14:09:13Z", "Duration": null, "Description": "machinelearning #phd #howto This video is advice for new PhD students in the field of Machine Learning in 2021 and after.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "GWt6Fu05voI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Classic] Deep Residual Learning for Image Recognition (Paper Explained)", "Time Created": null, "Time Published": "2020-07-14T13:00:04Z", "Duration": null, "Description": "ai #research #resnet ResNets are one of the cornerstones of modern Computer Vision. Before their invention, people were not ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "pH2jZun8MoY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Involution: Inverting the Inherence of Convolution for Visual Recognition (Research Paper Explained)", "Time Created": null, "Time Published": "2021-05-08T10:17:15Z", "Duration": null, "Description": "involution #computervision #attention Convolutional Neural Networks (CNNs) have dominated computer vision for almost a ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "mIZLGBD99iU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Did Google's LaMDA chatbot just become sentient?", "Time Created": null, "Time Published": "2022-06-15T22:16:05Z", "Duration": null, "Description": "lamda #google #ai Google engineer Blake Lemoine was put on leave after releasing proprietary information: An interview with the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "RJwPN4qNi_Y", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Google's 540B PaLM Language Model & OpenAI's DALL-E 2 Text-to-Image Revolution", "Time Created": null, "Time Published": "2022-04-10T09:08:24Z", "Duration": null, "Description": "mlnews #palm #dalle2 Google releases PaLM and OpenAI releases DALL-E 2 (and more news). Sponsor: Weights & BIases Start ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "YQ2QtKcK2dA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The Man behind Stable Diffusion", "Time Created": null, "Time Published": "2022-08-13T10:52:40Z", "Duration": null, "Description": "stablediffusion #ai #stabilityai An interview with Emad Mostaque, founder of Stability AI. OUTLINE: 0:00 - Intro 1:30 - What is ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "CRlN-cYFxTk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis (ML Research Paper Explained)", "Time Created": null, "Time Published": "2021-04-19T15:21:29Z", "Duration": null, "Description": "nerf #neuralrendering #deeplearning View Synthesis is a tricky problem, especially when only given a sparse set of images as an ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "_Z9ZP1eiKsI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Curiosity-driven Exploration by Self-supervised Prediction", "Time Created": null, "Time Published": "2018-03-18T12:07:52Z", "Duration": null, "Description": "https://arxiv.org/abs/1705.05363 Authors: Deepak Pathak, Pulkit Agrawal, Alexei A. Efros, Trevor Darrell Abstract: In many ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "a-VQfQqIMrE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "mixup: Beyond Empirical Risk Minimization (Paper Explained)", "Time Created": null, "Time Published": "2020-05-27T14:13:12Z", "Duration": null, "Description": "Neural Networks often draw hard boundaries in high-dimensional space, which makes them very brittle. Mixup is a technique that ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "af6WPqvzjjk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Text-to-Image models are taking over! (Imagen, DALL-E 2, Midjourney, CogView 2 & more)", "Time Created": null, "Time Published": "2022-08-07T12:54:12Z", "Duration": null, "Description": "mlnews #dalle #imagen All things text-to-image models like DALL-E and Imagen! OUTLINE: 0:00 - Intro 0:30 - Imagen: Google's ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "vLTmnaMpQCs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Learning to summarize from human feedback (Paper Explained)", "Time Created": null, "Time Published": "2020-09-07T11:56:46Z", "Duration": null, "Description": "summarization #gpt3 #openai Text Summarization is a hard task, both in training and evaluation. Training is usually done ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "We20YSAJZSE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "MuZero: Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model", "Time Created": null, "Time Published": "2019-11-21T12:23:05Z", "Duration": null, "Description": "MuZero harnesses the power of AlphaZero, but without relying on an accurate environment model. This opens up planning-based ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "6dvcYx9hcbE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Spurious normativity enhances learning of compliance and enforcement behavior in artificial agents", "Time Created": null, "Time Published": "2022-03-08T16:24:37Z", "Duration": null, "Description": "deepmind #rl #society This is an in-depth paper review, followed by an interview with the papers' authors! Society is ruled by ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "PuOASKpiThY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I'm taking a break", "Time Created": null, "Time Published": "2021-07-11T12:51:06Z", "Duration": null, "Description": "I'll be back, don't worry :) Links: TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick YouTube: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "OioFONrSETc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift", "Time Created": null, "Time Published": "2019-02-02T15:16:38Z", "Duration": null, "Description": "https://arxiv.org/abs/1502.03167 Abstract: Training Deep Neural Networks is complicated by the fact that the distribution of each ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "M2-BE5JotjA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "PAIR AI Explorables | Is the problem in the data? Examples on Fairness, Diversity, and Bias.", "Time Created": null, "Time Published": "2021-04-07T12:38:57Z", "Duration": null, "Description": "In the recurring debate about bias in Machine Learning models, there is a growing argument saying that \"the problem is not in the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "7K4Z8RqjWIk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "MLP-Mixer: An all-MLP Architecture for Vision (Machine Learning Research Paper Explained)", "Time Created": null, "Time Published": "2021-05-06T11:53:49Z", "Duration": null, "Description": "mixer #google #imagenet Convolutional Neural Networks have dominated computer vision for nearly 10 years, and that might ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "dND-7llwrpw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Grokking: Generalization beyond Overfitting on small algorithmic datasets (Paper Explained)", "Time Created": null, "Time Published": "2021-10-06T20:12:52Z", "Duration": null, "Description": "grokking #openai #deeplearning Grokking is a phenomenon when a neural network suddenly learns a pattern in the dataset and ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "T35ba_VXkMY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "DETR: End-to-End Object Detection with Transformers (Paper Explained)", "Time Created": null, "Time Published": "2020-05-28T15:09:01Z", "Duration": null, "Description": "Object detection in images is a notoriously hard task! Objects can be of a wide variety of classes, can be numerous or absent, they ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "_8KNb5iqblE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Longformer: The Long-Document Transformer", "Time Created": null, "Time Published": "2020-04-20T14:07:56Z", "Duration": null, "Description": "The Longformer extends the Transformer by introducing sliding window attention and sparse global attention. This allows for the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "T9XSU0pKX2E", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "OpenAI CLIP: ConnectingText and Images (Paper Explained)", "Time Created": null, "Time Published": "2021-01-12T14:52:03Z", "Duration": null, "Description": "ai #openai #technology Paper Title: Learning Transferable Visual Models From Natural Language Supervision CLIP trains on 400 ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "h3ij3F3cPIk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "DINO: Emerging Properties in Self-Supervised Vision Transformers (Facebook AI Research Explained)", "Time Created": null, "Time Published": "2021-05-01T19:53:03Z", "Duration": null, "Description": "dino #facebook #selfsupervised Self-Supervised Learning is the final frontier in Representation Learning: Getting useful features ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "dmH1ZpcROMk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Reward Is Enough (Machine Learning Research Paper Explained)", "Time Created": null, "Time Published": "2021-05-31T13:27:21Z", "Duration": null, "Description": "reinforcementlearning #deepmind #agi What's the most promising path to creating Artificial General Intelligence (AGI)? This paper ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "rFwQDDbYTm4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Classic] Playing Atari with Deep Reinforcement Learning (Paper Explained)", "Time Created": null, "Time Published": "2020-07-26T13:00:23Z", "Duration": null, "Description": "ai #dqn #deepmind After the initial success of deep neural networks, especially convolutional neural networks on supervised ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "aX8phGhG8VQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Does GPT-3 lie? - Misinformation and fear-mongering around the TruthfulQA dataset", "Time Created": null, "Time Published": "2021-09-21T13:43:28Z", "Duration": null, "Description": "gpt-3 #truth #conspiracy A new benchmark paper has created quite an uproar in the community. TruthfulQA is a dataset of 817 ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Elxn8rS88bI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Pretrained Transformers as Universal Computation Engines (Machine Learning Research Paper Explained)", "Time Created": null, "Time Published": "2021-03-16T18:15:38Z", "Duration": null, "Description": "universalcomputation #pretrainedtransformers #finetuning Large-scale pre-training and subsequent fine-tuning is a common ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "jltgNGt8Lpg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Neural Ordinary Differential Equations", "Time Created": null, "Time Published": "2019-02-19T05:12:20Z", "Duration": null, "Description": "https://arxiv.org/abs/1806.07366 Abstract: We introduce a new family of deep neural network models. Instead of specifying a ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "eYgPJ_7BkEw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence", "Time Created": null, "Time Published": "2020-04-15T18:01:56Z", "Duration": null, "Description": "FixMatch is a simple, yet surprisingly effective approach to semi-supervised learning. It combines two previous methods in a ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "DEh1GR0t29k", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Peer Review is still BROKEN! The NeurIPS 2021 Review Experiment (results are in)", "Time Created": null, "Time Published": "2021-11-25T18:26:52Z", "Duration": null, "Description": "neurips #peerreview #machinelearning A look at the results of the 2021 NeurIPS peer review experiment.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "hsOMCwvFv80", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I'm out of Academia", "Time Created": null, "Time Published": "2021-05-04T13:25:48Z", "Duration": null, "Description": "machinelearning #ai #phd Done with my PhD in Machine Learning at ETH Zurich. On to new lands! Links: TabNine Code ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "VgqHitvEbR0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Rant] REVIEWER #2: How Peer Review is FAILING in Machine Learning", "Time Created": null, "Time Published": "2020-08-18T11:16:07Z", "Duration": null, "Description": "ai #research #peerreview Machine Learning research is in dire straits as more people flood into the field and competent reviewers ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "kOy49NqZeqI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures", "Time Created": null, "Time Published": "2019-11-01T13:08:17Z", "Duration": null, "Description": "Policy Gradient RL on a massively distributed scale with theoretical guarantees! Abstract: In this work we aim to solve a large ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "xbxe-x6wvRw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Stable Diffusion Takes Over! (Open Source AI Art)", "Time Created": null, "Time Published": "2022-09-19T00:06:24Z", "Duration": null, "Description": "stablediffusion #aiart #mlnews Stable Diffusion has been released and is riding a wave of creativity and collaboration. But not ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "0PAiQ1jTN5k", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "How to make your CPU as fast as a GPU - Advances in Sparsity w/ Nir Shavit", "Time Created": null, "Time Published": "2022-09-17T12:19:00Z", "Duration": null, "Description": "ai #sparsity #gpu Sparsity is awesome, but only recently has it become possible to properly handle sparse models at good ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "rNkHjZtH0RQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "NFNets: High-Performance Large-Scale Image Recognition Without Normalization (ML Paper Explained)", "Time Created": null, "Time Published": "2021-02-14T16:51:10Z", "Duration": null, "Description": "nfnets #deepmind #machinelearning Batch Normalization is a core component of modern deep learning. It enables training at ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "dWGjoInRaAs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] DeepMind fails to get independence from Google", "Time Created": null, "Time Published": "2021-05-26T20:24:08Z", "Duration": null, "Description": "deepmind #google #mlnews DeepMind has reportedly failed to negotiate for greater independence from Google/Alphabet.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "iAR8LkkMMIM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity", "Time Created": null, "Time Published": "2021-01-22T19:38:10Z", "Duration": null, "Description": "ai #technology #switchtransformer Scale is the next frontier for AI. Google Brain uses sparsity and hard routing to massively ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "_9aN1-0T8hg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] AI models that write code (Copilot, CodeWhisperer, Pangu-Coder, etc.)", "Time Created": null, "Time Published": "2022-08-10T20:55:14Z", "Duration": null, "Description": "mlnews #ai #copilot OUTLINE: 0:00 - Intro 0:20 - Copilot Now Generally Available 3:20 - FOSS Org leaves GitHub 6:45 - Google's ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "pwSnC8jlh50", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Meta's OPT 175B language model | DALL-E Mega is training | TorToiSe TTS fakes my voice", "Time Created": null, "Time Published": "2022-05-10T12:54:25Z", "Duration": null, "Description": "mlnews #dalle #gpt3 An inside look of what's happening in the ML world! Sponsor: Weights & Biases https://wandb.me/yannic ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "-9evrZnBorM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding", "Time Created": null, "Time Published": "2019-01-30T08:51:15Z", "Duration": null, "Description": "https://arxiv.org/abs/1810.04805 Abstract: We introduce a new language representation model called BERT, which stands for ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "awyuuJoHawo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Dream to Control: Learning Behaviors by Latent Imagination", "Time Created": null, "Time Published": "2020-04-03T12:46:59Z", "Duration": null, "Description": "Dreamer is a new RL agent by DeepMind that learns a continuous control task through forward-imagination in latent space.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "FNDVy_BR8aA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Can Wikipedia Help Offline Reinforcement Learning? (Author Interview)", "Time Created": null, "Time Published": "2022-02-28T15:24:13Z", "Duration": null, "Description": "wikipedia #reinforcementlearning #languagemodels Original paper review here: https://youtu.be/XHGh19Hbx48 Machel Reid and ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "DEh1GR0t29k", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Peer Review is still BROKEN! The NeurIPS 2021 Review Experiment (results are in)", "Time Created": null, "Time Published": "2021-11-25T18:26:52Z", "Duration": null, "Description": "neurips #peerreview #machinelearning A look at the results of the 2021 NeurIPS peer review experiment.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "yPjuAo53uNI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Rant] The Male Only History of Deep Learning", "Time Created": null, "Time Published": "2020-04-22T11:58:28Z", "Duration": null, "Description": "This casting of our field in terms of ideological narrow-sighted group-think is disgusting. Keep Science about ideas!", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "a4VvcmqnkhY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "What Matters In On-Policy Reinforcement Learning? A Large-Scale Empirical Study (Paper Explained)", "Time Created": null, "Time Published": "2020-08-20T09:46:35Z", "Duration": null, "Description": "ai #research #machinelearning Online Reinforcement Learning is a flourishing field with countless methods for practitioners to ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "dPsXxLyqpfs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "World Models", "Time Created": null, "Time Published": "2018-04-07T13:36:31Z", "Duration": null, "Description": "Authors: David Ha, J\u00fcrgen Schmidhuber Abstract: We explore building generative neural network models of popular ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "q6Kyvy1zLwQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "BERTology Meets Biology: Interpreting Attention in Protein Language Models (Paper Explained)", "Time Created": null, "Time Published": "2020-07-02T13:27:53Z", "Duration": null, "Description": "Proteins are the workhorses of almost all cellular functions and a core component of life. But despite their versatility, all proteins ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "iAR8LkkMMIM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity", "Time Created": null, "Time Published": "2021-01-22T19:38:10Z", "Duration": null, "Description": "ai #technology #switchtransformer Scale is the next frontier for AI. Google Brain uses sparsity and hard routing to massively ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "W3mrgqtm5R4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] BLOOM: 176B Open-Source | Chinese Brain-Scale Computer | Meta AI: No Language Left Behind", "Time Created": null, "Time Published": "2022-07-27T20:22:22Z", "Duration": null, "Description": "mlnews #bloom #ai Today we look at all the recent giant language models in the AI world! OUTLINE: 0:00 - Intro 0:55 - BLOOM: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "5skIqoO3ku0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "OpenAI Embeddings (and Controversy?!)", "Time Created": null, "Time Published": "2022-02-07T20:10:42Z", "Duration": null, "Description": "mlnews #openai #embeddings COMMENTS DIRECTLY FROM THE AUTHOR (thanks a lot for reaching out Arvind :) ): 1.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "af6WPqvzjjk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Text-to-Image models are taking over! (Imagen, DALL-E 2, Midjourney, CogView 2 & more)", "Time Created": null, "Time Published": "2022-08-07T12:54:12Z", "Duration": null, "Description": "mlnews #dalle #imagen All things text-to-image models like DALL-E and Imagen! OUTLINE: 0:00 - Intro 0:30 - Imagen: Google's ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "dND-7llwrpw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Grokking: Generalization beyond Overfitting on small algorithmic datasets (Paper Explained)", "Time Created": null, "Time Published": "2021-10-06T20:12:52Z", "Duration": null, "Description": "grokking #openai #deeplearning Grokking is a phenomenon when a neural network suddenly learns a pattern in the dataset and ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "FC-R4MlIqrc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Cedille French Language Model | YOU Search Engine | AI Finds Profitable MEME TOKENS", "Time Created": null, "Time Published": "2021-11-18T14:54:52Z", "Duration": null, "Description": "mlnews #cedille #wmt Only the greatest of news from the world of Machine Learning. OUTLINE: 0:00 - Sponsor: Weights & Biases ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "56GW1IlWgMg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Learning model-based planning from scratch", "Time Created": null, "Time Published": "2017-08-09T06:02:41Z", "Duration": null, "Description": "https://arxiv.org/abs/1707.06170 Abstract: Conventional wisdom holds that model-based planning is a powerful approach to ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "T35ba_VXkMY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "DETR: End-to-End Object Detection with Transformers (Paper Explained)", "Time Created": null, "Time Published": "2020-05-28T15:09:01Z", "Duration": null, "Description": "Object detection in images is a notoriously hard task! Objects can be of a wide variety of classes, can be numerous or absent, they ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "AJwnbSP_rq8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "GPT-NeoX-20B - Open-Source huge language model by EleutherAI (Interview w/ co-founder Connor Leahy)", "Time Created": null, "Time Published": "2022-02-04T16:49:40Z", "Duration": null, "Description": "eleuther #gptneo #gptj EleutherAI announces GPT-NeoX-20B, a 20 billion parameter open-source language model, inspired by ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "fvctpYph8Pc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Do ImageNet Classifiers Generalize to ImageNet? (Paper Explained)", "Time Created": null, "Time Published": "2020-04-27T12:42:47Z", "Duration": null, "Description": "Has the world overfitted to ImageNet? What if we collect another dataset in exactly the same fashion? This paper gives a ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "ZVVnvZdUMUk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks", "Time Created": null, "Time Published": "2020-04-13T14:51:36Z", "Duration": null, "Description": "Stunning evidence for the hypothesis that neural networks work so well because their random initialization almost certainly ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "rFwQDDbYTm4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Classic] Playing Atari with Deep Reinforcement Learning (Paper Explained)", "Time Created": null, "Time Published": "2020-07-26T13:00:23Z", "Duration": null, "Description": "ai #dqn #deepmind After the initial success of deep neural networks, especially convolutional neural networks on supervised ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "xnChXNUNS2A", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] This AI completes Wikipedia! Meta AI Sphere | Google Minerva | GPT-3 writes a paper", "Time Created": null, "Time Published": "2022-07-31T13:33:13Z", "Duration": null, "Description": "mlnews #ai #minerva This episode is all about models that reason. OUTLINE: 0:00 - Intro 0:35 - Meta AI learns Wikipedia citations ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "ZfDZRX3WiJg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "VirTex: Learning Visual Representations from Textual Annotations (Paper Explained)", "Time Created": null, "Time Published": "2020-06-12T17:28:15Z", "Duration": null, "Description": "Pre-training a CNN backbone for visual transfer learning has recently seen a big push into the direction of incorporating more data ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "CA8JPbJ75tY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "CornerNet: Detecting Objects as Paired Keypoints (Paper Explained)", "Time Created": null, "Time Published": "2020-06-05T13:31:46Z", "Duration": null, "Description": "Many object detectors focus on locating the center of the object they want to find. However, this leaves them with the secondary ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "wTzvKB6D_34", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "How far can we scale up? Deep Learning's Diminishing Returns (Article Review)", "Time Created": null, "Time Published": "2021-10-02T14:24:54Z", "Duration": null, "Description": "deeplearning #co2 #cost Deep Learning has achieved impressive results in the last years, not least due to the massive increases ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "pZyxlf6l0N8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Thinking While Moving: Deep Reinforcement Learning with Concurrent Control", "Time Created": null, "Time Published": "2020-04-23T13:26:07Z", "Duration": null, "Description": "Classic RL \"stops\" the world whenever the Agent computes a new action. This paper considers a more realistic scenario where ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "hMO6rbMAPew", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Adversarial Examples Are Not Bugs, They Are Features", "Time Created": null, "Time Published": "2019-05-14T13:45:57Z", "Duration": null, "Description": "Abstract: Adversarial examples have attracted significant attention in machine learning, but the reasons for their existence and ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "WknN4E-y44E", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Research Conference ICML drops their acceptance rate | Area Chairs instructed to be more picky", "Time Created": null, "Time Published": "2021-05-11T17:47:17Z", "Duration": null, "Description": "icml #machinelearning #conference In a controversial move, ICML Area Chairs were instructed to raise the bar on acceptance to ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "rNkHjZtH0RQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "NFNets: High-Performance Large-Scale Image Recognition Without Normalization (ML Paper Explained)", "Time Created": null, "Time Published": "2021-02-14T16:51:10Z", "Duration": null, "Description": "nfnets #deepmind #machinelearning Batch Normalization is a core component of modern deep learning. It enables training at ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "o75ybZ-6Uu8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Dreamer v2: Mastering Atari with Discrete World Models (Machine Learning Research Paper Explained)", "Time Created": null, "Time Published": "2021-02-19T16:11:18Z", "Duration": null, "Description": "dreamer #deeprl #reinforcementlearning Model-Based Reinforcement Learning has been lagging behind Model-Free RL on Atari ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "MgJ3JsE3Tqo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Author Interview - VOS: Learning What You Don't Know by Virtual Outlier Synthesis", "Time Created": null, "Time Published": "2022-03-14T14:01:38Z", "Duration": null, "Description": "deeplearning #objectdetection #outliers An interview with the authors of \"Virtual Outlier Synthesis\". Watch the paper review video ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "KXEEqcwXn8w", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "A neurally plausible model learns successor representations in partially observable environments", "Time Created": null, "Time Published": "2019-11-07T10:15:19Z", "Duration": null, "Description": "Successor representations are a mid-point between model-based and model-free reinforcement learning. This paper learns ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "tC01FRB0M7w", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Turing-NLG, DeepSpeed and the ZeRO optimizer", "Time Created": null, "Time Published": "2020-02-11T14:56:20Z", "Duration": null, "Description": "Microsoft has trained a 17-billion parameter language model that achieves state-of-the-art perplexity. This video takes a look at ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "i4H0kjxrias", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Reformer: The Efficient Transformer", "Time Created": null, "Time Published": "2020-01-22T10:01:26Z", "Duration": null, "Description": "The Transformer for the masses! Reformer solves the biggest problem with the famous Transformer model: Its huge resource ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "jltgNGt8Lpg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Neural Ordinary Differential Equations", "Time Created": null, "Time Published": "2019-02-19T05:12:20Z", "Duration": null, "Description": "https://arxiv.org/abs/1806.07366 Abstract: We introduce a new family of deep neural network models. Instead of specifying a ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "1aO-uHXbzmQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Jukebox: A Generative Model for Music (Paper Explained)", "Time Created": null, "Time Published": "2020-05-02T11:06:26Z", "Duration": null, "Description": "This generative model for music can make entire songs with remarkable quality and consistency. It can be conditioned on genre, ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "a0f07M2uj_A", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Backpropagation and the brain", "Time Created": null, "Time Published": "2020-04-20T13:40:41Z", "Duration": null, "Description": "Geoffrey Hinton and his co-authors describe a biologically plausible variant of backpropagation and report evidence that such an ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "RZ7JiAk9azY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "My GitHub (Trash code I wrote during PhD)", "Time Created": null, "Time Published": "2021-06-08T17:46:22Z", "Duration": null, "Description": "phdlife #github #researchcode A brief browse through my public GitHub and musings about my old code.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "l_3zj6HeWUE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Group Normalization (Paper Explained)", "Time Created": null, "Time Published": "2020-05-12T14:05:56Z", "Duration": null, "Description": "The dirty little secret of Batch Normalization is its intrinsic dependence on the training batch size. Group Normalization attempts to ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "oz5yZc9ULAc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos (Paper Explained)", "Time Created": null, "Time Published": "2022-06-26T21:58:34Z", "Duration": null, "Description": "openai #vpt #minecraft Minecraft is one of the harder challenges any RL agent could face. Episodes are long, and the world is ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "a6v92P0EbJc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Neural Architecture Search without Training (Paper Explained)", "Time Created": null, "Time Published": "2020-07-21T13:00:01Z", "Duration": null, "Description": "ai #research #machinelearning Neural Architecture Search is typically very slow and resource-intensive. A meta-controller has to ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "aX8phGhG8VQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Does GPT-3 lie? - Misinformation and fear-mongering around the TruthfulQA dataset", "Time Created": null, "Time Published": "2021-09-21T13:43:28Z", "Duration": null, "Description": "gpt-3 #truth #conspiracy A new benchmark paper has created quite an uproar in the community. TruthfulQA is a dataset of 817 ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Nfry2b4RFI4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Investigating Human Priors for Playing Video Games (Paper & Demo)", "Time Created": null, "Time Published": "2020-05-20T13:52:49Z", "Duration": null, "Description": "Why are humans so good at video games? Maybe it's because a lot of games are designed with humans in mind. What happens if ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "vVRC-0VKPrg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Learning Rate Grafting: Transferability of Optimizer Tuning (Machine Learning Research Paper Review)", "Time Created": null, "Time Published": "2021-11-20T15:47:46Z", "Duration": null, "Description": "grafting #adam #sgd The last years in deep learning research have given rise to a plethora of different optimization algorithms, ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "H5vpBCLo74U", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "XLNet: Generalized Autoregressive Pretraining for Language Understanding", "Time Created": null, "Time Published": "2019-07-03T10:51:44Z", "Duration": null, "Description": "Abstract: With the capability of modeling bidirectional contexts, denoising autoencoding based pretraining like BERT achieves ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "9Kec_7WFyp0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Growing Neural Cellular Automata", "Time Created": null, "Time Published": "2020-02-12T08:36:06Z", "Duration": null, "Description": "The Game of Life on steroids! This model learns to grow complex patterns in an entirely local way. Each cell is trained to listen to ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "h3ij3F3cPIk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "DINO: Emerging Properties in Self-Supervised Vision Transformers (Facebook AI Research Explained)", "Time Created": null, "Time Published": "2021-05-01T19:53:03Z", "Duration": null, "Description": "dino #facebook #selfsupervised Self-Supervised Learning is the final frontier in Representation Learning: Getting useful features ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "CRlN-cYFxTk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis (ML Research Paper Explained)", "Time Created": null, "Time Published": "2021-04-19T15:21:29Z", "Duration": null, "Description": "nerf #neuralrendering #deeplearning View Synthesis is a tricky problem, especially when only given a sparse set of images as an ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "lqtlua-Ylts", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "State-of-Art-Reviewing: A Radical Proposal to Improve Scientific Publication", "Time Created": null, "Time Published": "2020-04-01T13:10:40Z", "Duration": null, "Description": "Peer Review is outdated and ineffective. SOAR is a new and revolutionary way to distribute scientific reviewing and scale to the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "8Oy7o3Yu-Xo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Efficient and Modular Implicit Differentiation (Machine Learning Research Paper Explained)", "Time Created": null, "Time Published": "2021-06-11T21:14:12Z", "Duration": null, "Description": "implicitfunction #jax #autodiff Many problems in Machine Learning involve loops of inner and outer optimization. Finding update ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "smUHQndcmOY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] DeepMind's Flamingo Image-Text model | Locked-Image Tuning | Jurassic X & MRKL", "Time Created": null, "Time Published": "2022-05-13T15:47:15Z", "Duration": null, "Description": "flamingo #mlnews #tech Your updates directly from the state of the art in Machine Learning! OUTLINE: 0:00 - Intro 0:30 ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "agXIYMCICcc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Imagination-Augmented Agents for Deep Reinforcement Learning", "Time Created": null, "Time Published": "2017-08-04T07:15:56Z", "Duration": null, "Description": "Commentary of https://arxiv.org/abs/1707.06203 Abstract We introduce Imagination-Augmented Agents (I2As), a novel ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "dPsXxLyqpfs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "World Models", "Time Created": null, "Time Published": "2018-04-07T13:36:31Z", "Duration": null, "Description": "Authors: David Ha, J\u00fcrgen Schmidhuber Abstract: We explore building generative neural network models of popular ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "n1SXlK5rhR8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Drama] Yann LeCun against Twitter on Dataset Bias", "Time Created": null, "Time Published": "2020-06-22T13:20:42Z", "Duration": null, "Description": "Yann LeCun points out an instance of dataset bias and proposes a sensible solution. People are not happy about it. Original ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "G2sr1g6rLdE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Radioactive data: tracing through training (Paper Explained)", "Time Created": null, "Time Published": "2020-08-26T12:31:39Z", "Duration": null, "Description": "ai #research #privacy Data is the modern gold. Neural classifiers can improve their performance by training on more data, but ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Cs_j-oNwGgg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Concept Learning with Energy-Based Models (Paper Explained)", "Time Created": null, "Time Published": "2020-05-11T13:59:56Z", "Duration": null, "Description": "This is a hard paper! Energy-functions are typically a mere afterthought in current machine learning. A core function of the Energy ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "utuz7wBGjKM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[News] OpenAI Model Generates Python Code", "Time Created": null, "Time Published": "2020-05-21T16:34:09Z", "Duration": null, "Description": "This code completion engine can write an entire function from just the name! OpenAI demonstrates what happens when you learn ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "SY5PvZrJhLE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "GPT-3: Language Models are Few-Shot Learners (Paper Explained)", "Time Created": null, "Time Published": "2020-05-29T15:13:36Z", "Duration": null, "Description": "gpt3 #openai #gpt-3 How far can you go with ONLY language modeling? Can a large enough language model perform NLP task ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "S-7r0-oysaU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] OpenAI's Whisper | Meta Reads Brain Waves | AI Wins Art Fair, Annoys Humans", "Time Created": null, "Time Published": "2022-10-02T20:50:43Z", "Duration": null, "Description": "mlnews #openai #ai Everything important going on in the ML world right here! Sponsor: Paperspace ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "rvr143crpuU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Accelerating Deep Learning by Focusing on the Biggest Losers", "Time Created": null, "Time Published": "2019-10-07T12:35:36Z", "Duration": null, "Description": "What if you could reduce the time your network trains by only training on the hard examples? This paper proposes to select ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "2v0xU2N1cdI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "IT ARRIVED! YouTube sent me a package. (also: Limited Time Merch Deal)", "Time Created": null, "Time Published": "2022-01-27T15:01:04Z", "Duration": null, "Description": "LIMITED TIME MERCH DEAL: http://store.ykilcher.com Links: TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "sEG8hD64c_Q", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "TUNIT: Rethinking the Truly Unsupervised Image-to-Image Translation (Paper Explained)", "Time Created": null, "Time Published": "2020-06-16T14:16:24Z", "Duration": null, "Description": "Image-to-Image translation usually requires corresponding samples or at least domain labels of the dataset. This paper removes ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "8Oy7o3Yu-Xo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Efficient and Modular Implicit Differentiation (Machine Learning Research Paper Explained)", "Time Created": null, "Time Published": "2021-06-11T21:14:12Z", "Duration": null, "Description": "implicitfunction #jax #autodiff Many problems in Machine Learning involve loops of inner and outer optimization. Finding update ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "WVPE62Gk3EM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Big Bird: Transformers for Longer Sequences (Paper Explained)", "Time Created": null, "Time Published": "2020-08-02T07:49:12Z", "Duration": null, "Description": "ai #nlp #attention The quadratic resource requirements of the attention mechanism are the main roadblock in scaling up ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Ru23eWAQ6_E", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Do As I Can, Not As I Say: Grounding Language in Robotic Affordances (SayCan - Paper Explained)", "Time Created": null, "Time Published": "2022-04-30T16:26:42Z", "Duration": null, "Description": "saycan #robots #ai Large Language Models are excellent at generating plausible plans in response to real-world problems, but ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "VQoyypYTz2U", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "All about AI Accelerators: GPU, TPU, Dataflow, Near-Memory, Optical, Neuromorphic & more (w/ Author)", "Time Created": null, "Time Published": "2022-02-20T16:48:36Z", "Duration": null, "Description": "ai #gpu #tpu This video is an interview with Adi Fuchs, author of a series called \"AI Accelerators\", and an expert in modern AI ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "ZfDZRX3WiJg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "VirTex: Learning Visual Representations from Textual Annotations (Paper Explained)", "Time Created": null, "Time Published": "2020-06-12T17:28:15Z", "Duration": null, "Description": "Pre-training a CNN backbone for visual transfer learning has recently seen a big push into the direction of incorporating more data ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "DdkenV-ZdJU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The Weird and Wonderful World of AI Art (w/ Author Jack Morris)", "Time Created": null, "Time Published": "2022-04-04T13:13:08Z", "Duration": null, "Description": "aiart #deeplearning #clip Since the release of CLIP, the world of AI art has seen an unprecedented level of acceleration in what's ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "qgUegkefocg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Fastformer: Additive Attention Can Be All You Need (Machine Learning Research Paper Explained)", "Time Created": null, "Time Published": "2021-08-26T13:32:01Z", "Duration": null, "Description": "attention #transformer #fastformer Transformers have become the dominant model class in the last few years for large data, but ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "waK7AD-AEyc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "NeurIPS 19 Poster Session", "Time Created": null, "Time Published": "2019-12-11T19:56:52Z", "Duration": null, "Description": "I'm at the poster session and the amount of people here is just crazy.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "yPjuAo53uNI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Rant] The Male Only History of Deep Learning", "Time Created": null, "Time Published": "2020-04-22T11:58:28Z", "Duration": null, "Description": "This casting of our field in terms of ideological narrow-sighted group-think is disgusting. Keep Science about ideas!", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "tC01FRB0M7w", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Turing-NLG, DeepSpeed and the ZeRO optimizer", "Time Created": null, "Time Published": "2020-02-11T14:56:20Z", "Duration": null, "Description": "Microsoft has trained a 17-billion parameter language model that achieves state-of-the-art perplexity. This video takes a look at ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "agXIYMCICcc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Imagination-Augmented Agents for Deep Reinforcement Learning", "Time Created": null, "Time Published": "2017-08-04T07:15:56Z", "Duration": null, "Description": "Commentary of https://arxiv.org/abs/1707.06203 Abstract We introduce Imagination-Augmented Agents (I2As), a novel ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "1aO-uHXbzmQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Jukebox: A Generative Model for Music (Paper Explained)", "Time Created": null, "Time Published": "2020-05-02T11:06:26Z", "Duration": null, "Description": "This generative model for music can make entire songs with remarkable quality and consistency. It can be conditioned on genre, ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "B9PL__gVxLI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "DeepMind's AlphaFold 2 Explained! AI Breakthrough in Protein Folding! What we know (& what we don't)", "Time Created": null, "Time Published": "2020-12-01T15:31:42Z", "Duration": null, "Description": "deepmind #biology #ai This is Biology's AlexNet moment! DeepMind solves a 50-year old problem in Protein Folding Prediction.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "sbKaUc0tPaY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The Odds are Odd: A Statistical Test for Detecting Adversarial Examples", "Time Created": null, "Time Published": "2019-02-20T05:12:21Z", "Duration": null, "Description": "https://arxiv.org/abs/1902.04818 Abstract: We investigate conditions under which test statistics exist that can reliably detect ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "ahRPdiCop3E", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Deep Networks Are Kernel Machines (Paper Explained)", "Time Created": null, "Time Published": "2021-02-04T14:36:15Z", "Duration": null, "Description": "deeplearning #kernels #neuralnetworks Full Title: Every Model Learned by Gradient Descent Is Approximately a Kernel Machine ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Nq3auVtvd9Q", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Classic] ImageNet Classification with Deep Convolutional Neural Networks (Paper Explained)", "Time Created": null, "Time Published": "2020-07-23T13:00:13Z", "Duration": null, "Description": "ai #research #alexnet AlexNet was the start of the deep learning revolution. Up until 2012, the best computer vision systems relied ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "BTLCdge7uSQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "AlphaStar: Grandmaster level in StarCraft II using multi-agent reinforcement learning", "Time Created": null, "Time Published": "2019-11-02T11:23:04Z", "Duration": null, "Description": "DeepMind's new agent to tackle yet another Esport: Starcraft II. This agent uses deep reinforcement learning with a new technique ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "k1GOF2jmX7c", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Big Transfer (BiT): General Visual Representation Learning (Paper Explained)", "Time Created": null, "Time Published": "2020-05-09T13:28:25Z", "Duration": null, "Description": "One CNN to rule them all! BiT is a pre-trained ResNet that can be used as a starting point for any visual task. This paper explains ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "DYBmD88vpiA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Object-Centric Learning with Slot Attention (Paper Explained)", "Time Created": null, "Time Published": "2020-06-30T17:10:35Z", "Duration": null, "Description": "Visual scenes are often comprised of sets of independent objects. Yet, current vision models make no assumptions about the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "p-zOeQCoG9c", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Weight Standardization (Paper Explained)", "Time Created": null, "Time Published": "2020-05-15T14:11:14Z", "Duration": null, "Description": "It's common for neural networks to include data normalization such as BatchNorm or GroupNorm. This paper extends the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "g08NkNWmZTA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "XCiT: Cross-Covariance Image Transformers (Facebook AI Machine Learning Research Paper Explained)", "Time Created": null, "Time Published": "2021-06-23T12:25:53Z", "Duration": null, "Description": "xcit #transformer #attentionmechanism After dominating Natural Language Processing, Transformers have taken over Computer ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "hMO6rbMAPew", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Adversarial Examples Are Not Bugs, They Are Features", "Time Created": null, "Time Published": "2019-05-14T13:45:57Z", "Duration": null, "Description": "Abstract: Adversarial examples have attracted significant attention in machine learning, but the reasons for their existence and ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "DiNzQP7kK-s", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Descending through a Crowded Valley -- Benchmarking Deep Learning Optimizers (Paper Explained)", "Time Created": null, "Time Published": "2020-10-11T12:46:39Z", "Duration": null, "Description": "ai #research #optimization Deep Learning famously gives rise to very complex, non-linear optimization problems that cannot be ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "u1_qMdb0kYU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "GPT-2: Language Models are Unsupervised Multitask Learners", "Time Created": null, "Time Published": "2019-02-18T16:11:42Z", "Duration": null, "Description": "A look at OpenAI's new GPT-2 model and the surrounding controversy. https://blog.openai.com/better-language-models/ Abstract: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "gJR28onlqzs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "How much memory does Longformer use?", "Time Created": null, "Time Published": "2020-04-25T12:51:24Z", "Duration": null, "Description": "A calculation of the memory requirements of the Longformer. Original video: https://youtu.be/_8KNb5iqblE Paper: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "NAJOZTNkhlI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Language Models are Open Knowledge Graphs (Paper Explained)", "Time Created": null, "Time Published": "2020-11-02T14:02:08Z", "Duration": null, "Description": "ai #research #nlp Knowledge Graphs are structured databases that capture real-world entities and their relations to each other.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "2h4tRsQzipQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Autoregressive Diffusion Models (Machine Learning Research Paper Explained)", "Time Created": null, "Time Published": "2021-11-10T13:24:24Z", "Duration": null, "Description": "machinelearning #ardm #generativemodels Diffusion models have made large advances in recent months as a new type of ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "nXGHJTtFYRU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Dynamic Routing Between Capsules", "Time Created": null, "Time Published": "2019-09-04T14:02:31Z", "Duration": null, "Description": "Geoff Hinton's next big idea! Capsule Networks are an alternative way of implementing neural networks by dividing each layer into ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "NeGJAUSQEJI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Improving Intrinsic Exploration with Language Abstractions (Machine Learning Paper Explained)", "Time Created": null, "Time Published": "2022-04-01T18:51:58Z", "Duration": null, "Description": "reinforcementlearning #ai #explained Exploration is one of the oldest challenges for Reinforcement Learning algorithms, with no ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "U0mxx7AoNz0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Player of Games: All the games, one algorithm! (w/ author Martin Schmid)", "Time Created": null, "Time Published": "2022-01-02T12:34:43Z", "Duration": null, "Description": "playerofgames #deepmind #alphazero Special Guest: First author Martin Schmid (https://twitter.com/Lifrordi) Games have been ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "MgJ3JsE3Tqo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Author Interview - VOS: Learning What You Don't Know by Virtual Outlier Synthesis", "Time Created": null, "Time Published": "2022-03-14T14:01:38Z", "Duration": null, "Description": "deeplearning #objectdetection #outliers An interview with the authors of \"Virtual Outlier Synthesis\". Watch the paper review video ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "IaS72aHrJKE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Fourier Neural Operator for Parametric Partial Differential Equations (Paper Explained)", "Time Created": null, "Time Published": "2020-11-22T13:50:36Z", "Duration": null, "Description": "ai #research #engineering Numerical solvers for Partial Differential Equations are notoriously slow. They need to evolve their ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "uwfVxckuq50", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Why AI is Harder Than We Think (Machine Learning Research Paper Explained)", "Time Created": null, "Time Published": "2021-04-30T16:02:42Z", "Duration": null, "Description": "aiwinter #agi #embodiedcognition The AI community has gone through regular cycles of AI Springs, where rapid progress gave ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "qS-iYnp00uc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Parti - Scaling Autoregressive Models for Content-Rich Text-to-Image Generation (Paper Explained)", "Time Created": null, "Time Published": "2022-06-23T22:38:33Z", "Duration": null, "Description": "parti #ai #aiart Parti is a new autoregressive text-to-image model that shows just how much scale can achieve. This model's ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "O_dJ31T01i8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments (Review)", "Time Created": null, "Time Published": "2022-03-18T12:14:08Z", "Duration": null, "Description": "multitasklearning #biology #neuralnetworks Catastrophic forgetting is a big problem in mutli-task and continual learning.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "rR5_emVeyBk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "AI made this music video | What happens when OpenAI's CLIP meets BigGAN?", "Time Created": null, "Time Published": "2021-05-18T14:47:54Z", "Duration": null, "Description": "artificialintelligence #musicvideo #clip I used OpenAI's CLIP model and BigGAN to create a music video that goes along with the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "hQEnzdLkPj4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Learning To Classify Images Without Labels (Paper Explained)", "Time Created": null, "Time Published": "2020-06-03T13:22:28Z", "Duration": null, "Description": "How do you learn labels without labels? How do you classify images when you don't know what to classify them into? This paper ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "2ethDz9KnLk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The hidden dangers of loading open-source AI models (ARBITRARY CODE EXPLOIT!)", "Time Created": null, "Time Published": "2022-09-02T20:16:53Z", "Duration": null, "Description": "huggingface #pickle #exploit Did you know that something as simple as loading a model can execute arbitrary code on your ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "-YiMVR3HEuY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Reinforcement Learning with Unsupervised Auxiliary Tasks", "Time Created": null, "Time Published": "2017-08-28T06:53:30Z", "Duration": null, "Description": "https://arxiv.org/abs/1611.05397 Abstract: Deep reinforcement learning agents have achieved state-of-the-art results by directly ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "hg2Q_O5b9w4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "CURL: Contrastive Unsupervised Representations for Reinforcement Learning", "Time Created": null, "Time Published": "2020-04-11T11:04:57Z", "Duration": null, "Description": "Contrastive Learning has been an established method in NLP and Image classification. The authors show that with relatively ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "LfUsGv-ESbc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Code] How to use Facebook's DETR object detection algorithm in Python (Full Tutorial)", "Time Created": null, "Time Published": "2020-05-30T13:17:04Z", "Duration": null, "Description": "Watch my as I struggle my way up the glorious path of using the DETR object detection model in PyTorch. Original Video on ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "xJrKIPwVwGM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Rethinking Attention with Performers (Paper Explained)", "Time Created": null, "Time Published": "2020-10-26T16:57:35Z", "Duration": null, "Description": "ai #research #attention Transformers have huge memory and compute requirements because they construct an Attention matrix, ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "j4xgkjWlfL4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "OpenAI DALL\u00b7E: Creating Images from Text (Blog Post Explained)", "Time Created": null, "Time Published": "2021-01-06T13:49:24Z", "Duration": null, "Description": "openai #science #gpt3 OpenAI's newest model, DALL\u00b7E, shows absolutely amazing abilities in generating high-quality images ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Nfry2b4RFI4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Investigating Human Priors for Playing Video Games (Paper & Demo)", "Time Created": null, "Time Published": "2020-05-20T13:52:49Z", "Duration": null, "Description": "Why are humans so good at video games? Maybe it's because a lot of games are designed with humans in mind. What happens if ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "pBau7umFhjQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Topographic VAEs learn Equivariant Capsules (Machine Learning Research Paper Explained)", "Time Created": null, "Time Published": "2021-09-20T20:01:59Z", "Duration": null, "Description": "tvae #topographic #equivariant Variational Autoencoders model the latent space as a set of independent Gaussian random ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "NJCLUzkn-sA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "EfficientZero: Mastering Atari Games with Limited Data (Machine Learning Research Paper Explained)", "Time Created": null, "Time Published": "2021-11-03T15:54:39Z", "Duration": null, "Description": "efficientzero #muzero #atari Reinforcement Learning methods are notoriously data-hungry. Notably, MuZero learns a latent world ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "hv3UO3G0Ofo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation (Paper Explained)", "Time Created": null, "Time Published": "2020-08-28T13:06:20Z", "Duration": null, "Description": "ai #machinelearning #attention Convolutional Neural Networks have dominated image processing for the last decade, but ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "hIoCn_9QTVU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I COOKED A RECIPE MADE BY A.I. | Cooking with GPT-3 (Don't try this at home)", "Time Created": null, "Time Published": "2021-04-27T14:34:28Z", "Duration": null, "Description": "gpt3 #airecipe #cooking We went to the store and bought a set of completely random ingredients and had OpenAI's GPT-3 come ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "yVKiMh2vEWQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] ConvNeXt: Convolutions return | China regulates algorithms | Saliency cropping examined", "Time Created": null, "Time Published": "2022-01-25T14:42:01Z", "Duration": null, "Description": "mlnews #convnext #mt3 Your update on what's new in the Machine Learning world! OUTLINE: 0:00 - Intro 0:15 - ConvNeXt: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "BhUWvQmLzSk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "ReBeL - Combining Deep Reinforcement Learning and Search for Imperfect-Information Games (Explained)", "Time Created": null, "Time Published": "2020-12-16T13:55:47Z", "Duration": null, "Description": "ai #technology #poker This paper does for Poker what AlphaZero has done for Chess & Go. The combination of Self-Play ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Ihg4XDWOy68", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] De-Biasing GPT-3 | RL cracks chip design | NetHack challenge | Open-Source GPT-J", "Time Created": null, "Time Published": "2021-06-16T14:14:33Z", "Duration": null, "Description": "OUTLINE: 0:00 - Intro 0:30 - Google RL creates next-gen TPUs 2:15 - Facebook launches NetHack challenge 3:50 - OpenAI ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "LMb5tvW-UoQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Discovering Symbolic Models from Deep Learning with Inductive Biases (Paper Explained)", "Time Created": null, "Time Published": "2020-06-25T14:09:09Z", "Duration": null, "Description": "Neural networks are very good at predicting systems' numerical outputs, but not very good at deriving the discrete symbolic ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "RZ7JiAk9azY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "My GitHub (Trash code I wrote during PhD)", "Time Created": null, "Time Published": "2021-06-08T17:46:22Z", "Duration": null, "Description": "phdlife #github #researchcode A brief browse through my public GitHub and musings about my old code.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "-sNJd7bANTI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Roomba Avoids Poop | Textless NLP | TikTok Algorithm Secrets | New Schmidhuber Blog", "Time Created": null, "Time Published": "2021-09-16T15:33:23Z", "Duration": null, "Description": "schmidhuber #tiktok #roomba Your regularly irregular update on what's happening in the world of Machine Learning. OUTLINE: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "_c6A33Fg5Ns", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "DeBERTa: Decoding-enhanced BERT with Disentangled Attention (Machine Learning Paper Explained)", "Time Created": null, "Time Published": "2021-02-25T17:26:39Z", "Duration": null, "Description": "deberta #bert #huggingface DeBERTa by Microsoft is the next iteration of BERT-style Self-Attention Transformer models, ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "hHZSA9z_abE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "STOCHASTIC MEME DESCENT - Deep Learning Meme Review - Episode 2 (Part 2 of 2)", "Time Created": null, "Time Published": "2021-01-17T09:55:02Z", "Duration": null, "Description": "memes #science #ai Part 2 of Antonio and me examining the latest and greatest of deep learning memes. Music: Sunshower ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Ok44otx90D4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Feature Visualization & The OpenAI microscope", "Time Created": null, "Time Published": "2020-04-17T09:47:23Z", "Duration": null, "Description": "A closer look at the OpenAI microscope, a database of visualizations of the inner workings of ImageNet classifiers, along with an ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "YBlNQK0Ao6g", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Image GPT: Generative Pretraining from Pixels (Paper Explained)", "Time Created": null, "Time Published": "2020-06-18T13:24:24Z", "Duration": null, "Description": "BERT and GPT-2/3 have shown the enormous power of using generative models as pre-training for classification tasks. However ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Uumd2zOOz60", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "How I Read a Paper: Facebook's DETR (Video Tutorial)", "Time Created": null, "Time Published": "2020-06-24T13:48:00Z", "Duration": null, "Description": "I retrace my first reading of Facebook AI's DETR paper and explain my process of understanding it. OUTLINE: 0:00 - Introduction ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "xTzFJIknh7E", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "TransCoder: Unsupervised Translation of Programming Languages (Paper Explained)", "Time Created": null, "Time Published": "2020-06-09T14:07:27Z", "Duration": null, "Description": "Code migration between languages is an expensive and laborious task. To translate from one language to the other, one needs to ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "XjILIYVLFrI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML Olds] Meta Research Supercluster | OpenAI GPT-Instruct | Google LaMDA | Drones fight Pigeons", "Time Created": null, "Time Published": "2022-02-23T14:52:29Z", "Duration": null, "Description": "mlnews #rsc #gpt3 Some things we've missed in recent weeks! OUTLINE: 0:00 - Intro & Overview 0:40 - Meta builds AI Research ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "7DGlElSVYGo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "MEMES IS ALL YOU NEED - Deep Learning Meme Review - Episode 2 (Part 1 of 2)", "Time Created": null, "Time Published": "2020-12-24T23:18:43Z", "Duration": null, "Description": "memes #science #ai Antonio and I critique the creme de la creme of Deep Learning memes. Music: Sunshower - LATASH\u00c1 ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "qSArFEIoSbo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "RepNet: Counting Out Time - Class Agnostic Video Repetition Counting in the Wild (Paper Explained)", "Time Created": null, "Time Published": "2020-06-23T13:54:48Z", "Duration": null, "Description": "Counting repeated actions in a video is one of the easiest tasks for humans, yet remains incredibly hard for machines. RepNet ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "vGFaiLeoLWw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] GPT-3 learns to edit | Google Pathways | Make-A-Scene | CLIP meets GamePhysics | DouBlind", "Time Created": null, "Time Published": "2022-03-30T21:27:25Z", "Duration": null, "Description": "mlnews #gpt3 #pathways Your updates on the latest and greatest from the depths of Machine Learning! Sponsor: Weights ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "3baFTP0uYOc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Training more effective learned optimizers, and using them to train themselves (Paper Explained)", "Time Created": null, "Time Published": "2020-10-03T16:06:32Z", "Duration": null, "Description": "ai #research #optimization Optimization is still the domain of hand-crafted, simple algorithms. An ML engineer not only has to pick ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "p3sAF3gVMMA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Deep Learning for Symbolic Mathematics", "Time Created": null, "Time Published": "2020-02-24T16:55:45Z", "Duration": null, "Description": "This model solves integrals and ODEs by doing seq2seq! https://arxiv.org/abs/1912.01412 ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "8l-TDqpoUQs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "SynFlow: Pruning neural networks without any data by iteratively conserving synaptic flow", "Time Created": null, "Time Published": "2020-06-14T13:48:08Z", "Duration": null, "Description": "The Lottery Ticket Hypothesis has shown that it's theoretically possible to prune a neural network at the beginning of training and ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "-buULmf7dec", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Decision Transformer: Reinforcement Learning via Sequence Modeling (Research Paper Explained)", "Time Created": null, "Time Published": "2021-06-05T16:54:02Z", "Duration": null, "Description": "decisiontransformer #reinforcementlearning #transformer Proper credit assignment over long timespans is a fundamental problem ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "a0f07M2uj_A", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Backpropagation and the brain", "Time Created": null, "Time Published": "2020-04-20T13:40:41Z", "Duration": null, "Description": "Geoffrey Hinton and his co-authors describe a biologically plausible variant of backpropagation and report evidence that such an ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "_EDr3ryrT_Y", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Typical Decoding for Natural Language Generation (Get more human-like outputs from language models!)", "Time Created": null, "Time Published": "2022-03-25T20:08:04Z", "Duration": null, "Description": "deeplearning #nlp #sampling Modern language models like T5 or GPT-3 achieve remarkably low perplexities on both training ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "vVRC-0VKPrg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Learning Rate Grafting: Transferability of Optimizer Tuning (Machine Learning Research Paper Review)", "Time Created": null, "Time Published": "2021-11-20T15:47:46Z", "Duration": null, "Description": "grafting #adam #sgd The last years in deep learning research have given rise to a plethora of different optimization algorithms, ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "eCH0M4wzKJs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "WHO ARE YOU? 10k Subscribers Special (w/ Channel Analytics)", "Time Created": null, "Time Published": "2020-05-07T14:18:26Z", "Duration": null, "Description": "An in-depth look at this channel's analytics. Links: YouTube: https://www.youtube.com/c/yannickilcher Twitter: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "cIUtRNhY6Rw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "TAPAS: Weakly Supervised Table Parsing via Pre-training (Paper Explained)", "Time Created": null, "Time Published": "2020-05-05T13:41:35Z", "Duration": null, "Description": "Answering complex questions about tabular information is hard. No two tables are alike and sometimes the answer you're looking ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "qlB0TPBQ7YY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Transformer Memory as a Differentiable Search Index (Machine Learning Research Paper Explained)", "Time Created": null, "Time Published": "2022-04-16T15:40:13Z", "Duration": null, "Description": "dsi #search #google Search engines work by building an index and then looking up things in it. Usually, that index is a separate ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "X2k7n4FuI7c", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding&Generation", "Time Created": null, "Time Published": "2022-03-23T19:44:37Z", "Duration": null, "Description": "blip #review #ai Cross-modal pre-training has been all the rage lately in deep learning, especially training vision and language ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "lvYVuOmUVs8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "OpenAI tackles Math - Formal Mathematics Statement Curriculum Learning (Paper Explained)", "Time Created": null, "Time Published": "2022-03-05T14:58:01Z", "Duration": null, "Description": "openai #math #imo Formal mathematics is a challenging area for both humans and machines. For humans, formal proofs require ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "9-o2aAoN0rY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Fast reinforcement learning with generalized policy updates (Paper Explained)", "Time Created": null, "Time Published": "2020-08-23T13:06:02Z", "Duration": null, "Description": "ai #research #reinforcementlearning Reinforcement Learning is a powerful tool, but it is also incredibly data-hungry. Given a new ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "fEKZC9mta8w", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Uber: Deep Learning for ETA | MuZero Video Compression | Block-NeRF | EfficientNet-X", "Time Created": null, "Time Published": "2022-02-18T16:38:08Z", "Duration": null, "Description": "mlnews #muzero #nerf Your regularly irregular updates on everything new in the ML world! Merch: http://store.ykilcher.com ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "yFAuXmcGk2Y", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "SingularityNET - A Decentralized, Open Market and Network for AIs (Whitepaper Explained)", "Time Created": null, "Time Published": "2021-01-29T21:13:21Z", "Duration": null, "Description": "ai #research #blockchain Big Tech is currently dominating the pursuit of ever more capable AI. This happens behind closed doors ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "WTB2p4bqtXU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "End-to-End Adversarial Text-to-Speech (Paper Explained)", "Time Created": null, "Time Published": "2020-06-10T14:14:52Z", "Duration": null, "Description": "Text-to-speech engines are usually multi-stage pipelines that transform the signal into many intermediate representations and ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "LB4B5FYvtdI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs (Paper Explained)", "Time Created": null, "Time Published": "2020-11-29T14:04:54Z", "Duration": null, "Description": "ai #biology #neuroscience Backpropagation is the workhorse of modern deep learning and a core component of most frameworks ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "hAooAOFRsYc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention (Paper Explained)", "Time Created": null, "Time Published": "2020-07-04T12:39:13Z", "Duration": null, "Description": "ai #attention #transformer #deeplearning Transformers are famous for two things: Their superior performance and their insane ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "-Kgxv64aG3o", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "ALiBi - Train Short, Test Long: Attention with linear biases enables input length extrapolation", "Time Created": null, "Time Published": "2021-09-02T22:35:08Z", "Duration": null, "Description": "alibi #transformers #attention Transformers are essentially set models that need additional inputs to make sense of sequence data ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "_7xpGve9QEE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The Future of AI is Self-Organizing and Self-Assembling (w/ Prof. Sebastian Risi)", "Time Created": null, "Time Published": "2022-08-26T18:25:39Z", "Duration": null, "Description": "ai #selforganization #emergence Read Sebastian's article here: https://sebastianrisi.com/self_assembling_ai/ OUTLINE: 0:00 ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "i-J4T3uLC9M", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "VOS: Learning What You Don't Know by Virtual Outlier Synthesis (Paper Explained)", "Time Created": null, "Time Published": "2022-03-13T12:50:48Z", "Duration": null, "Description": "vos #outliers #deeplearning Sponsor: Assembly AI Check them out here: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "cllFzkvrYmE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "GLOM: How to represent part-whole hierarchies in a neural network (Geoff Hinton's Paper Explained)", "Time Created": null, "Time Published": "2021-02-27T15:47:03Z", "Duration": null, "Description": "glom #hinton #capsules Geoffrey Hinton describes GLOM, a Computer Vision model that combines transformers, neural fields, ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "KXEEqcwXn8w", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "A neurally plausible model learns successor representations in partially observable environments", "Time Created": null, "Time Published": "2019-11-07T10:15:19Z", "Duration": null, "Description": "Successor representations are a mid-point between model-based and model-free reinforcement learning. This paper learns ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "G7-fRGaCZts", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Google introduces Pathways | OpenAI solves Math Problems | Meta goes First Person", "Time Created": null, "Time Published": "2021-11-05T12:51:43Z", "Duration": null, "Description": "pathways #mlnews #ego4d Your irregular dose of Machine Learning News. OUTLINE: 0:00 - Intro 0:20 - Sponsor: Weights ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "wZWn7Hm8osA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Gauge Equivariant Convolutional Networks and the Icosahedral CNN", "Time Created": null, "Time Published": "2019-08-13T14:03:03Z", "Duration": null, "Description": "Ever wanted to do a convolution on a Klein Bottle? This paper defines CNNs over manifolds such that they are independent of ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "v2GRWzIhaqQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Meta-Learning through Hebbian Plasticity in Random Networks (Paper Explained)", "Time Created": null, "Time Published": "2020-08-12T09:20:25Z", "Duration": null, "Description": "ai #neuroscience #rl Reinforcement Learning is a powerful tool, but it lacks biological plausibility because it learns a fixed policy ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "cuyM63ugsxI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "On the Measure of Intelligence by Fran\u00e7ois Chollet - Part 3: The Math (Paper Explained)", "Time Created": null, "Time Published": "2020-06-26T13:49:27Z", "Duration": null, "Description": "In this part, we go over the formal definition of the measure of intelligence. In order to do this, we have to frame and quantify the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "ml3Y1ljVSQ8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "PCGRL: Procedural Content Generation via Reinforcement Learning (Paper Explained)", "Time Created": null, "Time Published": "2020-08-04T12:00:15Z", "Duration": null, "Description": "ai #research #gaming Deep RL is usually used to solve games, but this paper turns the process on its head and applies RL to ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "YOLL8dIhLJI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] DeepMind controls fusion | Yann LeCun's JEPA architecture | US: AI can't copyright its art", "Time Created": null, "Time Published": "2022-03-04T11:50:07Z", "Duration": null, "Description": "mlnews #deepmind #fusion Updates on what's going on in the ML world! Check out w&b's alerts feature: https://wandb.me/yannic ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "MQ89be_685o", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The Hardware Lottery (Paper Explained)", "Time Created": null, "Time Published": "2020-09-18T20:27:55Z", "Duration": null, "Description": "ai #research #hardware We like to think that ideas in research succeed because of their merit, but this story is likely incomplete.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "-cT-2xvaeks", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Facebook AI adapting robots | Baidu autonomous excavators | Happy Birthday EleutherAI", "Time Created": null, "Time Published": "2021-07-15T11:17:21Z", "Duration": null, "Description": "A look into the happenings of the Machine Learning world. OUTLINE: 0:00 - Intro 0:25 - Facebook AI trains rapidly adapting robots ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "nv6oFDp6rNQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Hopfield Networks is All You Need (Paper Explained)", "Time Created": null, "Time Published": "2020-08-09T15:51:38Z", "Duration": null, "Description": "ai #transformer #attention Hopfield Networks are one of the classic models of biological memory networks. This paper generalizes ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "gYxJEd3EUKs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Memory-assisted prompt editing to improve GPT-3 after deployment (Machine Learning Paper Explained)", "Time Created": null, "Time Published": "2022-03-28T13:48:00Z", "Duration": null, "Description": "nlp #gpt3 #prompt Large language models such as GPT-3 have enabled many breakthroughs and new applications recently, but ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "9MJTeOaSMTk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Self-driving from VISION ONLY - Tesla's self-driving progress by Andrej Karpathy (Talk Analysis)", "Time Created": null, "Time Published": "2021-07-03T13:00:56Z", "Duration": null, "Description": "tesla #selfdriving #karpathy Tesla is pushing the state-of-the-art in full self-driving, and interestingly, they explicitly switch from ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "7OdhtAiPfWY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I BUILT A NEURAL NETWORK IN MINECRAFT | Analog Redstone Network w/ Backprop & Optimizer (NO MODS)", "Time Created": null, "Time Published": "2021-04-14T13:33:43Z", "Duration": null, "Description": "minecraft #neuralnetwork #backpropagation I built an analog neural network in vanilla Minecraft without any mods or command ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "EbHUU-gLyRA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Self-classifying MNIST Digits (Paper Explained)", "Time Created": null, "Time Published": "2020-09-02T09:29:27Z", "Duration": null, "Description": "ai #biology #machinelearning Neural Cellular Automata are models for how living creatures can use local message passing to ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Lg97gWXsiQ4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Resolution-robust Large Mask Inpainting with Fourier Convolutions (w/ Author Interview)", "Time Created": null, "Time Published": "2021-12-18T12:09:06Z", "Duration": null, "Description": "lama #inpainting #deeplearning At the end of the video is an interview with the paper authors! LaMa is a system that is amazing at ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "povBDxUn1VQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "ACCEL: Evolving Curricula with Regret-Based Environment Design (Paper Review)", "Time Created": null, "Time Published": "2022-04-25T18:40:16Z", "Duration": null, "Description": "ai #accel #evolution Automatic curriculum generation is one of the most promising avenues for Reinforcement Learning today.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "WYrvh50yu6s", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations", "Time Created": null, "Time Published": "2018-12-18T09:18:47Z", "Duration": null, "Description": "https://arxiv.org/abs/1811.12359 Abstract: In recent years, the interest in unsupervised learning of disentangled representations ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "udS2OPohs_s", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I TRAINED AN AI TO SOLVE 2+2 (w/ Live Coding)", "Time Created": null, "Time Published": "2020-08-06T16:30:14Z", "Duration": null, "Description": "ai #tech #code A whole bunch of humans are arguing whether 2+2=4 or 2+2=5. Pointless! Let the machines handle this! Colab: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "gbG1X8Xq-T8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Enhanced POET: Open-Ended RL through Unbounded Invention of Learning Challenges and their Solutions", "Time Created": null, "Time Published": "2020-04-10T10:11:09Z", "Duration": null, "Description": "The enhanced POET makes some substantial and well-crafted improvements over the original POET algorithm and excels at ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "BBp0tHcirtQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "git for research basics: fundamentals, commits, branches, merging", "Time Created": null, "Time Published": "2017-12-13T07:40:17Z", "Duration": null, "Description": "Don't watch this if you already know how to solve a merge conflict :)", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "u5BkO8XMS2I", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "iMAML: Meta-Learning with Implicit Gradients (Paper Explained)", "Time Created": null, "Time Published": "2020-05-19T13:37:21Z", "Duration": null, "Description": "Gradient-based Meta-Learning requires full backpropagation through the inner optimization procedure, which is a computational ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "F5aaXrIMWyU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies (Paper Explained)", "Time Created": null, "Time Published": "2020-04-30T16:17:55Z", "Duration": null, "Description": "Hail the AI Tax Collector! This very visual framework has RL Agents maximize their coins in a tiny world through collecting, ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "5IRlUVrEVL8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Deep Ensembles: A Loss Landscape Perspective (Paper Explained)", "Time Created": null, "Time Published": "2020-07-11T12:57:17Z", "Duration": null, "Description": "ai #research #optimization Deep Ensembles work surprisingly well for improving the generalization capabilities of deep neural ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "R5DiLFOMZrc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "TransGAN: Two Transformers Can Make One Strong GAN (Machine Learning Research Paper Explained)", "Time Created": null, "Time Published": "2021-02-17T16:02:54Z", "Duration": null, "Description": "transformer #gan #machinelearning Generative Adversarial Networks (GANs) hold the state-of-the-art when it comes to image ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "q7QP_lfqnQM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Synthesizer: Rethinking Self-Attention in Transformer Models (Paper Explained)", "Time Created": null, "Time Published": "2020-05-31T14:27:04Z", "Duration": null, "Description": "Do we really need dot-product attention? The attention mechanism is a central part of modern Transformers, mainly due to the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "-_2AF9Lhweo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Linformer: Self-Attention with Linear Complexity (Paper Explained)", "Time Created": null, "Time Published": "2020-06-11T13:50:50Z", "Duration": null, "Description": "Transformers are notoriously resource-intensive because their self-attention mechanism requires a squared number of memory ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "k_hUdZJNzkU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "The Dimpled Manifold Model of Adversarial Examples in Machine Learning (Research Paper Explained)", "Time Created": null, "Time Published": "2021-06-27T12:06:18Z", "Duration": null, "Description": "adversarialexamples #dimpledmanifold #security Adversarial Examples have long been a fascinating topic for many Machine ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "-h1KB8ps11A", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Datasets for Data-Driven Reinforcement Learning", "Time Created": null, "Time Published": "2020-04-16T18:07:00Z", "Duration": null, "Description": "Offline Reinforcement Learning has come more and more into focus recently in domains where classic on-policy RL algorithms ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "h9w3KffPPmQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Rant] Online Conferences", "Time Created": null, "Time Published": "2020-04-28T15:36:11Z", "Duration": null, "Description": "Are virtual conferences good or bad? What's missing? How do we go forward? Pictures from here: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "IiBFqnNu7A8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Planning to Explore via Self-Supervised World Models (Paper Explained)", "Time Created": null, "Time Published": "2020-05-17T14:01:30Z", "Duration": null, "Description": "What can an agent do without any reward? Explore the world! While many formulations of intrinsic rewards exist (Curiosity, ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "JPX_jSZtszY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "NeurIPS 2020 Changes to Paper Submission Process", "Time Created": null, "Time Published": "2020-02-21T10:32:41Z", "Duration": null, "Description": "My thoughts on the changes to the paper submission process for NeurIPS 2020. The main new changes are: 1. ACs can desk ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "DRy_Mr732yA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Drama] Who invented Contrast Sets?", "Time Created": null, "Time Published": "2020-04-08T12:11:31Z", "Duration": null, "Description": "Funny Twitter spat between researchers arguing who was the first to invent an idea that has probably been around since 1990 :D ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "GgHXGpQ60x0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] AI learns to search the Internet | Drawings come to life | New ML journal launches", "Time Created": null, "Time Published": "2021-12-24T12:29:20Z", "Duration": null, "Description": "webgpt #aiart #mlnews The latest and greatest from the Machine Learning world. OUTLINE: 0:00 - Intro 0:20 - Sponsor: Weights ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "RrvC8YW0pT0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Reinforcement Learning Upside Down: Don't Predict Rewards -- Just Map Them to Actions", "Time Created": null, "Time Published": "2019-12-11T02:45:34Z", "Duration": null, "Description": "Schmidhuber thinking outside the box! Upside-Down RL turns RL on its head and constructs a behavior function that uses the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "XHGh19Hbx48", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Can Wikipedia Help Offline Reinforcement Learning? (Paper Explained)", "Time Created": null, "Time Published": "2022-02-26T14:02:37Z", "Duration": null, "Description": "wikipedia #reinforcementlearning #languagemodels Transformers have come to overtake many domain-targeted custom models ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "FbRcbM4T-50", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning (Paper Explained)", "Time Created": null, "Time Published": "2021-11-30T00:19:40Z", "Duration": null, "Description": "ext5 #transferlearning #exmix The T5 model has been a staple for NLP research for the last years. Both its size and its approach ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "AIOE1l1W0Tw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "LAION-5B: 5 billion image-text-pairs dataset (with the authors)", "Time Created": null, "Time Published": "2022-04-22T13:00:44Z", "Duration": null, "Description": "laion #clip #dalle LAION-5B is an open, free dataset consisting of over 5 billion image-text-pairs. Today's video is an interview with ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "0JlB9gufTw8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "\u221e-former: Infinite Memory Transformer (aka Infty-Former / Infinity-Former, Research Paper Explained)", "Time Created": null, "Time Published": "2021-09-06T12:07:08Z", "Duration": null, "Description": "inftyformer #infinityformer #transformer Vanilla Transformers are excellent sequence models, but suffer from very harsch ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "AvHLJqtmQkE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Author Interview - Typical Decoding for Natural Language Generation", "Time Created": null, "Time Published": "2022-03-26T15:59:28Z", "Duration": null, "Description": "deeplearning #nlp #sampling This is an interview with first author Clara Meister. Paper review video here\u00e9 ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "G3pOvrKkFuk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Code] PyTorch sentiment classifier from scratch with Huggingface NLP Library (Full Tutorial)", "Time Created": null, "Time Published": "2020-05-18T13:26:18Z", "Duration": null, "Description": "Huggingface released its newest library called NLP, which gives you easy access to almost any NLP dataset and metric in one ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "C5sWbYwzKyg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "AlphaCode - with the authors!", "Time Created": null, "Time Published": "2022-03-02T23:00:01Z", "Duration": null, "Description": "ai #alphacode #deepmind An interview with the creators of AlphaCode! Paper review video here: https://youtu.be/s9UAOmyah1A ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "zWFkUGXjbdo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Rant] Can AI read your emotions? (No, but ...)", "Time Created": null, "Time Published": "2021-05-30T14:51:48Z", "Duration": null, "Description": "facerecognition #emotiondetection #mindreading Face recognition has a bad rep in the ML community. While the technology ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "PZypP7PiKi0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Gradient Surgery for Multi-Task Learning", "Time Created": null, "Time Published": "2020-04-21T12:19:54Z", "Duration": null, "Description": "Multi-Task Learning can be very challenging when gradients of different tasks are of severely different magnitudes or point into ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "l12GXD0t_RE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Deep Differential System Stability - Learning advanced computations from examples (Paper Explained)", "Time Created": null, "Time Published": "2020-06-13T14:52:28Z", "Duration": null, "Description": "Determining the stability properties of differential systems is a challenging task that involves very advanced symbolic and numeric ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "nQDZmf2Yb9k", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "PonderNet: Learning to Ponder (Machine Learning Research Paper Explained)", "Time Created": null, "Time Published": "2021-08-23T12:40:24Z", "Duration": null, "Description": "pondernet #deepmind #machinelearning Humans don't spend the same amount of mental effort on all problems equally. Instead ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "K-cXYoqHxBc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "More Is Different for AI - Scaling Up, Emergence, and Paperclip Maximizers (w/ Jacob Steinhardt)", "Time Created": null, "Time Published": "2022-09-13T21:33:39Z", "Duration": null, "Description": "ai #interview #research Jacob Steinhardt believes that future AI systems will be qualitatively different than the ones we know ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "kP-dXK9JEhY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Symbolic Knowledge Distillation: from General Language Models to Commonsense Models (Explained)", "Time Created": null, "Time Published": "2021-10-24T20:59:32Z", "Duration": null, "Description": "gpt3 #knowledge #symbolic Symbolic knowledge models are usually trained on human-generated corpora that are cumbersome ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "D-eg7k8YSfs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Shortcut Learning in Deep Neural Networks", "Time Created": null, "Time Published": "2020-04-18T13:29:14Z", "Duration": null, "Description": "This paper establishes a framework for looking at out-of-distribution generalization failures of modern deep learning as the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "U3zmekzQ8WQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Agent57: Outperforming the Atari Human Benchmark", "Time Created": null, "Time Published": "2020-03-31T15:49:49Z", "Duration": null, "Description": "DeepMind's Agent57 is the first RL agent to outperform humans in all 57 Atari benchmark games. It extends previous algorithms ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "H6Qiegq_36c", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Processing Megapixel Images with Deep Attention-Sampling Models", "Time Created": null, "Time Published": "2019-08-12T13:44:37Z", "Duration": null, "Description": "Current CNNs have to downsample large images before processing them, which can lose a lot of detail information. This paper ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Hdo81GtLC_4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Direct Feedback Alignment Scales to Modern Deep Learning Tasks and Architectures (Paper Explained)", "Time Created": null, "Time Published": "2020-06-27T16:04:14Z", "Duration": null, "Description": "Backpropagation is one of the central components of modern deep learning. However, it's not biologically plausible, which limits ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Z_kWZpgEZ7w", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Multimodal Neurons in Artificial Neural Networks (w/ OpenAI Microscope, Research Paper Explained)", "Time Created": null, "Time Published": "2021-03-05T13:18:21Z", "Duration": null, "Description": "openai #clip #microscope OpenAI does a huge investigation into the inner workings of their recent CLIP model via faceted feature ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "U8Rmfb8aZXE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] NVIDIA GTC'21 | DeepMind buys MuJoCo | Google predicts spreadsheet formulas", "Time Created": null, "Time Published": "2021-10-29T16:07:13Z", "Duration": null, "Description": "gtc21 #mlnews #mujoco Register to GTC'21 and Win a RTX 3090: https://nvda.ws/2Y2B5ni OUTLINE: 0:00 - Intro 0:15 - Sponsor: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Qk4lJdp7ZAs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Learning World Graphs to Accelerate Hierarchical Reinforcement Learning", "Time Created": null, "Time Published": "2019-08-08T08:56:43Z", "Duration": null, "Description": "The goal of hierarchical reinforcement learning is to divide a task into different levels of coarseness with the top-level agent ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "X4S8F3bwuuw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Author Interview: SayCan - Do As I Can, Not As I Say: Grounding Language in Robotic Affordances", "Time Created": null, "Time Published": "2022-05-02T13:12:13Z", "Duration": null, "Description": "saycan #robots #ai This is an interview with the authors Brian Ichter, Karol Hausman, and Fei Xia. Original Paper Review Video: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "J7CrtblmMnU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Is Google Translate Sexist? Gender Stereotypes in Statistical Machine Translation", "Time Created": null, "Time Published": "2021-03-23T15:59:17Z", "Duration": null, "Description": "genderbias #algorithmicfairness #debiasing A brief look into gender stereotypes in Google Translate. The origin is a Tweet ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "ZOkvFf8JbkA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] DeepMind builds Gopher | Google builds GLaM | Suicide capsule uses AI to check access", "Time Created": null, "Time Published": "2021-12-21T13:41:16Z", "Duration": null, "Description": "mlnews #gopher #glam Your updates on everything going on in the Machine Learning world. Sponsor: Weights & Biases ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "tjbEVY5XIk0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Divide-and-Conquer Monte Carlo Tree Search For Goal-Directed Planning (Paper Explained)", "Time Created": null, "Time Published": "2020-05-08T13:10:29Z", "Duration": null, "Description": "When AI makes a plan it usually does so step by step, forward in time. But often it is beneficial to define intermediate goals to ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "zdb8MM94A5c", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Feedback Transformers: Addressing Some Limitations of Transformers with Feedback Memory (Explained)", "Time Created": null, "Time Published": "2021-02-02T15:36:12Z", "Duration": null, "Description": "ai #science #transformers Autoregressive Transformers have taken over the world of Language Modeling (GPT-3). However, in ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "lmAj0SU_bW0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Axial Attention & MetNet: A Neural Weather Model for Precipitation Forecasting", "Time Created": null, "Time Published": "2020-03-30T12:40:26Z", "Duration": null, "Description": "MetNet is a predictive neural network model for weather prediction. It uses axial attention to capture long-range dependencies.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "f2OgP49J7Pg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] DeepMind tackles Math | Microsoft does more with less | Timnit Gebru launches DAIR", "Time Created": null, "Time Published": "2021-12-10T21:21:28Z", "Duration": null, "Description": "mlnews #deepmind #ai The most trusted model in News! Get started with Weights & Biases here: https://wandb.me/yannic (it's free ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "RXwZKzczkF8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] AI Threatens Biological Arms Race", "Time Created": null, "Time Published": "2022-03-21T22:32:41Z", "Duration": null, "Description": "mlnews #gtc22 #ithaca GTC Registration Link: https://ykilcher.com/gtc Your regular updates on what's going on in the ML world!", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "YrO1v7-KcXs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Deep image reconstruction from human brain activity (Paper Explained)", "Time Created": null, "Time Published": "2020-05-25T15:38:17Z", "Duration": null, "Description": "Can you peek into people's brains? Reading human thoughts is a long-standing dream of the AI field. This paper reads fMRI ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "v-ZxzTSpmk4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Gradient Origin Networks (Paper Explained w/ Live Coding)", "Time Created": null, "Time Published": "2020-07-10T13:01:46Z", "Duration": null, "Description": "Neural networks for implicit representations, such as SIRENs, have been very successful at modeling natural signals. However, in ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "_N_nFzMtWkA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Reinforcement Learning, Fast and Slow", "Time Created": null, "Time Published": "2019-05-10T12:47:57Z", "Duration": null, "Description": "Abstract: Deep reinforcement learning (RL) methods have driven impressive advances in artificial intelligence in recent years, ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "UjJU13GdL94", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Regularizing Trajectory Optimization with Denoising Autoencoders (Paper Explained)", "Time Created": null, "Time Published": "2020-05-24T15:31:04Z", "Duration": null, "Description": "Can you plan with a learned model of the world? Yes, but there's a catch: The better your planning algorithm is, the more the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "FC-R4MlIqrc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Cedille French Language Model | YOU Search Engine | AI Finds Profitable MEME TOKENS", "Time Created": null, "Time Published": "2021-11-18T14:54:52Z", "Duration": null, "Description": "mlnews #cedille #wmt Only the greatest of news from the world of Machine Learning. OUTLINE: 0:00 - Sponsor: Weights & Biases ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "qNfCVGbvnJc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "CM3: A Causal Masked Multimodal Model of the Internet (Paper Explained w/ Author Interview)", "Time Created": null, "Time Published": "2022-02-17T23:04:45Z", "Duration": null, "Description": "cm3 #languagemodel #transformer This video contains a paper explanation and an incredibly informative interview with first ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "s9UAOmyah1A", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Competition-Level Code Generation with AlphaCode (Paper Review)", "Time Created": null, "Time Published": "2022-03-01T13:15:04Z", "Duration": null, "Description": "ai #alphacode #deepmind AlphaCode is an automated system that can solve competitive programing exercises. The authors ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "EeMhj0sPrhE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Gradients are Not All You Need (Machine Learning Research Paper Explained)", "Time Created": null, "Time Published": "2021-11-16T00:36:11Z", "Duration": null, "Description": "deeplearning #backpropagation #simulation More and more systems are made differentiable, which means that accurate ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "xrYhDMqaa4U", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I went to an AI Art Festival in Geneva (AiiA Festival Trip Report)", "Time Created": null, "Time Published": "2021-10-27T13:52:57Z", "Duration": null, "Description": "aiia #ai #art A trip report from the AiiA Festival in Geneva organized by the ImpactAI foundation. OUTLINE: 0:00 - Intro 1:50 - Laura ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "eI8xTdcZ6VY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Context R-CNN: Long Term Temporal Context for Per-Camera Object Detection (Paper Explained)", "Time Created": null, "Time Published": "2020-06-28T15:09:19Z", "Duration": null, "Description": "Object detection often does not occur in a vacuum. Static cameras, such as wildlife traps, collect lots of irregularly sampled data ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "lqtlua-Ylts", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "State-of-Art-Reviewing: A Radical Proposal to Improve Scientific Publication", "Time Created": null, "Time Published": "2020-04-01T13:10:40Z", "Duration": null, "Description": "Peer Review is outdated and ineffective. SOAR is a new and revolutionary way to distribute scientific reviewing and scale to the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "W2UT8NjUqrk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions (Paper Explained)", "Time Created": null, "Time Published": "2021-11-27T17:34:17Z", "Duration": null, "Description": "imle #backpropagation #discrete Backpropagation is the workhorse of deep learning, but unfortunately, it only works for ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "O9kFX33nUcU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "On the Measure of Intelligence by Fran\u00e7ois Chollet - Part 4: The ARC Challenge (Paper Explained)", "Time Created": null, "Time Published": "2020-07-03T14:23:17Z", "Duration": null, "Description": "In this part, we look at the ARC challenge as a proposed test of machine intelligence. The dataset features 1000 tasks that test ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "IIebBjbBevs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "When BERT Plays the Lottery, All Tickets Are Winning (Paper Explained)", "Time Created": null, "Time Published": "2020-05-22T17:45:44Z", "Duration": null, "Description": "BERT is a giant model. Turns out you can prune away many of its components and it still works. This paper analyzes BERT ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "RSSVWpBak6s", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Linear Transformers Are Secretly Fast Weight Memory Systems (Machine Learning Paper Explained)", "Time Created": null, "Time Published": "2021-02-26T16:12:24Z", "Duration": null, "Description": "fastweights #deeplearning #transformers Transformers are dominating Deep Learning, but their quadratic memory and compute ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "hgSGHusDx7M", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Sparse is Enough in Scaling Transformers (aka Terraformer) | ML Research Paper Explained", "Time Created": null, "Time Published": "2021-12-02T01:21:29Z", "Duration": null, "Description": "scalingtransformers #terraformer #sparsity Transformers keep pushing the state of the art in language and other domains, mainly ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "D6osiiEoV0w", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning (w/ Author)", "Time Created": null, "Time Published": "2022-02-16T00:21:02Z", "Duration": null, "Description": "hypertransformer #metalearning #deeplearning This video contains a paper explanation and an interview with author Andrey ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "P38FZrbNHV4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "AMP: Adversarial Motion Priors for Stylized Physics-Based Character Control (Paper Explained)", "Time Created": null, "Time Published": "2021-06-19T15:07:08Z", "Duration": null, "Description": "reiforcementlearning #gan #imitationlearning Learning from demonstrations is a fascinating topic, but what if the demonstrations ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "K3cmxn5znyU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Microsoft trains 530B model | ConvMixer model fits into single tweet | DeepMind profitable", "Time Created": null, "Time Published": "2021-10-20T13:40:13Z", "Duration": null, "Description": "mlnews #turingnlg #convmixer Your latest upates on what's happening in the Machine Learning world. OUTLINE: 0:00 - Intro 0:16 ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "bFn2xcGi1TQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Faster Neural Network Training with Data Echoing (Paper Explained)", "Time Created": null, "Time Published": "2020-05-13T13:56:56Z", "Duration": null, "Description": "CPUs are often bottlenecks in Machine Learning pipelines. Data fetching, loading, preprocessing and augmentation can be slow ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "3HUK2UWzlFA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Parameter Prediction for Unseen Deep Architectures (w/ First Author Boris Knyazev)", "Time Created": null, "Time Published": "2021-11-24T18:26:39Z", "Duration": null, "Description": "deeplearning #neuralarchitecturesearch #metalearning Deep Neural Networks are usually trained from a given parameter ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "1VdEw_mGjFk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding (Paper Explained)", "Time Created": null, "Time Published": "2020-07-01T14:21:03Z", "Duration": null, "Description": "Google builds a 600 billion parameter transformer to do massively multilingual, massive machine translation. Interestingly, the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "ccBMRryxGog", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Sparse Expert Models (Switch Transformers, GLAM, and more... w/ the Authors)", "Time Created": null, "Time Published": "2022-04-21T08:40:35Z", "Duration": null, "Description": "nlp #sparsity #transformers This video is an interview with Barret Zoph and William Fedus of Google Brain about Sparse Expert ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "to7vCdkLi4s", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Reinforcement Learning with Augmented Data (Paper Explained)", "Time Created": null, "Time Published": "2020-05-06T13:02:50Z", "Duration": null, "Description": "This ONE SIMPLE TRICK can take a vanilla RL algorithm to achieve state-of-the-art. What is it? Simply augment your training data ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "vxdcX0JTEr0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I took a Swiss train and it was awesome! Train Seat Review - SBB InterCity 1 - Geneva to St. Gallen", "Time Created": null, "Time Published": "2021-10-21T13:58:08Z", "Duration": null, "Description": "sbb #seatreview #travel A friendly parody of Travel Vloggers and Airplane Seat Reviews :) No, SBB did not pay me for this (but ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "PFMtdR56Q4U", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Blind Chess AI Competition | Graph NNs for traffic | AI gift suggestions", "Time Created": null, "Time Published": "2021-09-03T15:52:21Z", "Duration": null, "Description": "mlnews #chess #neurips OUTLINE: 0:00 - Intro 0:30 - Reconnaissance Blind Chess NeurIPS 2021 Competition 3:40 - Colab Pro ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "l5he9JNJqHA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "A critical analysis of self-supervision, or what we can learn from a single image (Paper Explained)", "Time Created": null, "Time Published": "2020-05-26T14:18:55Z", "Duration": null, "Description": "Does self-supervision really need a lot of data? How low can you go? This paper shows that a single image is enough to learn the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "iZXsWlSdMGY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[News] Google\u2019s medical AI was super accurate in a lab. Real life was a different story.", "Time Created": null, "Time Published": "2020-05-10T13:10:02Z", "Duration": null, "Description": "A closer look at a story of how the deployment of AI brings its own challenges and what can go wrong.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "SPOqoI0zOPQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] AI-generated patent approved | Germany gets an analog to OpenAI | ML cheats video games", "Time Created": null, "Time Published": "2021-08-06T17:01:30Z", "Duration": null, "Description": "mlnews #dabus #alephalpha OUTLINE: 0:00 - Intro 0:20 - Sponsor: Weights & Biases 3:45 - AI legally recognized as patent ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "gFkBqD2hbnU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML NEWS] Apple scans your phone | Master Faces beat face recognition | WALL-E is real", "Time Created": null, "Time Published": "2021-08-13T17:43:15Z", "Duration": null, "Description": "mlnews #apple #nolamarck Your update on the latest news in the AI and Machine Learning world. OUTLINE: 0:00 - Intro 0:15 ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "DkojaN7_f4E", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] New ImageNet SOTA | Uber's H3 hexagonal coordinate system | New text-image-pair dataset", "Time Created": null, "Time Published": "2021-09-24T18:28:27Z", "Duration": null, "Description": "truthfulqa #efficientnet #laion400M Your regularly irregular updates on what's happening in the Machine Learning world.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "2PYLNHqxd5A", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Expire-Span: Not All Memories are Created Equal: Learning to Forget by Expiring (Paper Explained)", "Time Created": null, "Time Published": "2021-05-24T12:24:30Z", "Duration": null, "Description": "expirespan #nlp #facebookai Facebook AI (FAIR) researchers present Expire-Span, a variant of Transformer XL that dynamically ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "z15JLtAuwVI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "How Apple scans your phone (and how to evade it) - NeuralHash CSAM Detection Algorithm Explained", "Time Created": null, "Time Published": "2021-08-16T11:34:59Z", "Duration": null, "Description": "apple #icloud #privacy Apple recently announced scanning all images uploaded to iCloud for CSAM (child abuse material), and ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Z6ea_AbnnCc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "NeurIPS 2019", "Time Created": null, "Time Published": "2019-12-08T21:41:37Z", "Duration": null, "Description": "I'm at the 2019 conference on Neural Information Processing Systems in Vancouver, trying to register, but the line was just so long ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "C7mUYocWdG0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Author Interview - Transformer Memory as a Differentiable Search Index", "Time Created": null, "Time Published": "2022-04-17T22:14:08Z", "Duration": null, "Description": "neuralsearch #interview #google This is an interview with the authors Yi Tay and Don Metzler. Paper Review Video: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "w3knicSHx5s", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Dynamic Inference with Neural Interpreters (w/ author interview)", "Time Created": null, "Time Published": "2022-01-21T16:20:45Z", "Duration": null, "Description": "deeplearning #neuralinterpreter #ai This video includes an interview with the paper's authors! What if we treated deep networks ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "qeEO2GECQk0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Evaluating NLP Models via Contrast Sets", "Time Created": null, "Time Published": "2020-04-07T11:40:47Z", "Duration": null, "Description": "Current NLP models are often \"cheating\" on supervised learning tasks by exploiting correlations that arise from the particularities ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "zcGOPqFZ4Tk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "AI against Censorship: Genetic Algorithms, The Geneva Project, ML in Security, and more!", "Time Created": null, "Time Published": "2022-02-16T14:23:01Z", "Duration": null, "Description": "security #censorship #ai Most of us conceive the internet as a free and open space where we are able to send traffic between any ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "rd3R_G6_UfY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Full Self-Driving is HARD! Analyzing Elon Musk re: Tesla Autopilot on Lex Fridman's Podcast", "Time Created": null, "Time Published": "2022-01-05T20:22:28Z", "Duration": null, "Description": "tesla #fsd #elon Watch the original podcast: https://www.youtube.com/watch?v=DxREm3s1scA An analysis of Elon's appearance ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "z_3Qv4In2ac", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Live Machine Learning Research] Plain Self-Ensembles (I actually DISCOVER SOMETHING) - Part 1", "Time Created": null, "Time Published": "2020-07-06T13:23:54Z", "Duration": null, "Description": "I share my progress of implementing a research idea from scratch. I attempt to build an ensemble model out of students of ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "gGPv_SYVDC8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "DALL-E 2 by OpenAI is out! Live Reaction", "Time Created": null, "Time Published": "2022-04-06T15:19:54Z", "Duration": null, "Description": "Chatting & Coding.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "H3Bhlan0mE0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Online Education - How I Make My Videos", "Time Created": null, "Time Published": "2020-03-23T09:33:17Z", "Duration": null, "Description": "Just a short overview of tools I use to make my videos. OneNote - https://www.onenote.com iSpring Free Cam ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "i_p5wLoCCiw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[News] Soccer AI FAILS and mixes up ball and referee's bald head.", "Time Created": null, "Time Published": "2020-11-15T12:04:42Z", "Duration": null, "Description": "ai #tech #news This soccer camera is operated by an AI to track the ball. However, the AI has an interesting failure mode and ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "HGgrSz-jxdU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "ARC Challenge Live Coding", "Time Created": null, "Time Published": "2022-07-02T14:37:15Z", "Duration": null, "Description": "Chatting & Coding.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Xp3jR-ttMfo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Noether Networks: Meta-Learning Useful Conserved Quantities (w/ the authors)", "Time Created": null, "Time Published": "2022-01-19T14:58:40Z", "Duration": null, "Description": "deeplearning #noether #symmetries This video includes an interview with first author Ferran Alet! Encoding inductive biases has ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "_PyusGsbBPY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Stochastic RNNs without Teacher-Forcing", "Time Created": null, "Time Published": "2018-12-21T13:02:52Z", "Duration": null, "Description": "We present a stochastic non-autoregressive RNN that does not require teacher-forcing for training. The content is based on our ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Z3knUzwuIgo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "One Model For All The Tasks - BLIP (Author Interview)", "Time Created": null, "Time Published": "2022-03-24T21:27:22Z", "Duration": null, "Description": "blip #interview #salesforce Paper Review Video: https://youtu.be/X2k7n4FuI7c Sponsor: Assembly AI ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "AU30czb4iQA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Imputer: Sequence Modelling via Imputation and Dynamic Programming", "Time Created": null, "Time Published": "2020-04-14T12:47:57Z", "Duration": null, "Description": "The imputer is a sequence-to-sequence model that strikes a balance between fully autoregressive models with long inference ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "NEkriziVYXo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] DeepMind does Nowcasting | The Guardian's shady reporting | AI finishes Beethoven's 10th", "Time Created": null, "Time Published": "2021-10-07T13:14:55Z", "Duration": null, "Description": "deepmind #nowcasting #machinelearning Your holy update on what's new in the Machine Learning world. OUTLINE: 0:00 - Intro ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "lj-LGrnh1oU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "REALM: Retrieval-Augmented Language Model Pre-Training (Paper Explained)", "Time Created": null, "Time Published": "2020-08-14T15:50:20Z", "Duration": null, "Description": "ai #tech #science Open Domain Question Answering is one of the most challenging tasks in NLP. When answering a question, ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "nxEr4VNgYOE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Movement Pruning: Adaptive Sparsity by Fine-Tuning (Paper Explained)", "Time Created": null, "Time Published": "2020-06-04T20:06:40Z", "Duration": null, "Description": "Deep neural networks are large models and pruning has become an important part of ML product pipelines, making models small ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "gu5UM99qaVc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Nvidia renders CEO | Jurassic-1 larger than GPT-3 | Tortured Phrases reveal Plagiarism", "Time Created": null, "Time Published": "2021-08-18T19:02:59Z", "Duration": null, "Description": "mlnews #nvidia #openai An in-depth look over what's going on in the world of Machine Learning and Artificial intelligence.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "wAgO2WZzjn4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Rant] coronavirus", "Time Created": null, "Time Published": "2020-03-25T13:38:20Z", "Duration": null, "Description": "A rant about toilet paper and lockdowns. Links: YouTube: https://www.youtube.com/c/yannickilcher Twitter: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "8f5xIMStqF4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] OpenAI removes GPT-3 waitlist | GauGAN2 is amazing | NYC regulates AI hiring tools", "Time Created": null, "Time Published": "2021-12-02T17:57:35Z", "Duration": null, "Description": "mlnews #gaugan #gpt-3 Your weekly dose of ML News! More GauGAN images here: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Rk3MBx20z24", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Apple or iPod??? Easy Fix for Adversarial Textual Attacks on OpenAI's CLIP Model! #Shorts", "Time Created": null, "Time Published": "2021-03-06T16:13:09Z", "Duration": null, "Description": "Shorts #shorts #openai In the paper Multimodal Neurons in Artificial Neural Networks OpenAI suggests that CLIP can be attacked ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "1HEdXwEYrGM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Predicting the rules behind - Deep Symbolic Regression for Recurrent Sequences (w/ author interview)", "Time Created": null, "Time Published": "2022-01-29T13:28:10Z", "Duration": null, "Description": "deeplearning #symbolic #research This video includes an interview with first author St\u00e9phane d'Ascoli (https://sdascoli.github.io/).", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "kl3aBni87jg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "First Author Interview: AI & formal math (Formal Mathematics Statement Curriculum Learning)", "Time Created": null, "Time Published": "2022-03-06T16:27:24Z", "Duration": null, "Description": "openai #math #imo This is an interview with Stanislas Polu, research engineer at OpenAI and first author of the paper \"Formal ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "OGytRmpSN10", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Did I crash the NFT market?", "Time Created": null, "Time Published": "2022-06-01T15:40:04Z", "Duration": null, "Description": "", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "ch2O2fwWI-k", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News GERMAN] NVIDIA GTC'21 | DeepMind kauft MuJoCo | Google Lernt Spreadsheet Formeln", "Time Created": null, "Time Published": "2021-10-29T16:07:08Z", "Duration": null, "Description": "gtc21 #mlnews #mujoco Registriere f\u00fcr GTC'21 und gewinne eine RTX 3090: https://nvda.ws/2Y2B5ni OUTLINE: 0:00 - Intro 0:15 ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "McpjrsHrEY4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] DeepMind AlphaCode | OpenAI math prover | Meta battles harmful content with AI", "Time Created": null, "Time Published": "2022-02-10T14:25:19Z", "Duration": null, "Description": "mlnews #alphacode #openai The latest and greatest from the world of Machine Learning! Merch: http://store.ykilcher.com ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "kEhEbVZQwjM", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[YTalks] Siraj Raval - Stories about YouTube, Plagiarism, and the Dangers of Fame (Interview)", "Time Created": null, "Time Published": "2021-10-31T13:32:57Z", "Duration": null, "Description": "ytalks #siraj #plagiarism A conversation with Siraj Raval about his journey on YouTube, and the perils of fame. OUTLINE: 0:00 ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "a4P8v8lGFPw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "This Team won the Minecraft RL BASALT Challenge! (Paper Explanation & Interview with the authors)", "Time Created": null, "Time Published": "2022-01-11T21:17:53Z", "Duration": null, "Description": "minerl #minecraft #deeplearning The MineRL BASALT challenge has no reward functions or technical descriptions of what's to be ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "bw1kiLMQFKU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] EU regulates AI, China trains 1.75T model, Google's oopsie, Everybody cheers for fraud.", "Time Created": null, "Time Published": "2021-06-09T14:06:30Z", "Duration": null, "Description": "mlnews #wudao #academicfraud OUTLINE: 0:00 - Intro 0:25 - EU seeks to regulate AI 2:45 - AI COVID detection systems are all ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "6_q9DbX35kk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Hugging Face course | GAN Theft Auto | AI Programming Puzzles | PyTorch 1.9 Released", "Time Created": null, "Time Published": "2021-06-24T12:35:09Z", "Duration": null, "Description": "mlnews #gta #weather In this week's ML News, we look at the latest developments in the Machine Learning and AI world with ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "qFRfnIRMNlk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization (Paper Explained)", "Time Created": null, "Time Published": "2020-07-05T15:25:42Z", "Duration": null, "Description": "machinelearning #ai #google The high-level architecture of CNNs has not really changed over the years. We tend to build ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "vB_hQ5NmtPs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Interview] Mark Ledwich - Algorithmic Extremism: Examining YouTube's Rabbit Hole of Radicalization", "Time Created": null, "Time Published": "2020-01-27T12:35:14Z", "Duration": null, "Description": "Interview with one of the authors of a widely reported study on YouTube's recommendation engine and where it leads its users.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "a4VvcmqnkhY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "What Matters In On-Policy Reinforcement Learning? A Large-Scale Empirical Study (Paper Explained)", "Time Created": null, "Time Published": "2020-08-20T09:46:35Z", "Duration": null, "Description": "ai #research #machinelearning Online Reinforcement Learning is a flourishing field with countless methods for practitioners to ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "DLq1DUcMh1Q", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "A bio-inspired bistable recurrent cell allows for long-lasting memory (Paper Explained)", "Time Created": null, "Time Published": "2020-06-15T14:13:34Z", "Duration": null, "Description": "Even though LSTMs and GRUs solve the vanishing and exploding gradient problems, they have trouble learning to remember ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "eROy3BrqEVk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] AI predicts race from X-Ray | Google kills HealthStreams | Boosting Search with MuZero", "Time Created": null, "Time Published": "2021-09-10T15:18:44Z", "Duration": null, "Description": "mlnews #schmidhuber #muzero Your regular updates on what's happening in the ML world! OUTLINE: 0:00 - Intro 0:15 - Sponsor: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "GwItCHOifG8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I'M TAKING A BREAK... (Channel Update July 2020)", "Time Created": null, "Time Published": "2020-07-12T15:10:29Z", "Duration": null, "Description": "Past, Present & Future of this Channel. OUTLINE: 0:00 - I'm going on a break 0:20 - Channel Stats 1:20 - Other Platforms 4:20 ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "tfYm4zcAnW0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "100K Subs AMA (Ask Me Anything)", "Time Created": null, "Time Published": "2021-09-26T17:50:18Z", "Duration": null, "Description": "Links: TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick YouTube: https://www.youtube.com/c/yannickilcher ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "4GKCxJQSw-g", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Synthetic Petri Dish: A Novel Surrogate Model for Rapid Architecture Search (Paper Explained)", "Time Created": null, "Time Published": "2020-06-06T13:56:12Z", "Duration": null, "Description": "Neural Architecture Search is usually prohibitively expensive in both time and resources to be useful. A search strategy has to ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "-0ce136MdsA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Machine Learning Holidays Live Stream", "Time Created": null, "Time Published": "2021-12-27T14:18:58Z", "Duration": null, "Description": "Chatting & Coding.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "tX1OolVxDzs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] Plagiarism Case w/ Plot Twist | CLIP for video surveillance | OpenAI summarizes books", "Time Created": null, "Time Published": "2021-09-29T13:47:40Z", "Duration": null, "Description": "plagiarism #surveillance #schmidhuber Your Mondaily updates of what's going in the world of Machine Learning. OUTLINE: 0:00 ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "56GW1IlWgMg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Learning model-based planning from scratch", "Time Created": null, "Time Published": "2017-08-09T06:02:41Z", "Duration": null, "Description": "https://arxiv.org/abs/1707.06170 Abstract: Conventional wisdom holds that model-based planning is a powerful approach to ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "pZyxlf6l0N8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Thinking While Moving: Deep Reinforcement Learning with Concurrent Control", "Time Created": null, "Time Published": "2020-04-23T13:26:07Z", "Duration": null, "Description": "Classic RL \"stops\" the world whenever the Agent computes a new action. This paper considers a more realistic scenario where ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "hkw-WDBipgo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Talking to companies at ICML19", "Time Created": null, "Time Published": "2019-06-13T07:13:32Z", "Duration": null, "Description": "A short rant on sponsor companies at ICML and how to talk to them.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "smxwT82o40Y", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Active Dendrites avoid catastrophic forgetting - Interview with the Authors", "Time Created": null, "Time Published": "2022-03-20T09:23:17Z", "Duration": null, "Description": "multitasklearning #biology #neuralnetworks This is an interview with the paper's authors: Abhiram Iyer, Karan Grewal, and Akash ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "EA96xh9qog0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "I'm at ICML19 :)", "Time Created": null, "Time Published": "2019-06-10T18:20:07Z", "Duration": null, "Description": "Short intro to the International Conference on Machine Learning in Long Beach, CA. I'll be making some updates from the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "3Tqp_B2G6u0", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Blockwise Parallel Decoding for Deep Autoregressive Models", "Time Created": null, "Time Published": "2019-05-06T09:46:52Z", "Duration": null, "Description": "https://arxiv.org/abs/1811.03115 Abstract: Deep autoregressive sequence-to-sequence models have demonstrated impressive ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "3jT1qJ8ETzk", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "SupSup: Supermasks in Superposition (Paper Explained)", "Time Created": null, "Time Published": "2020-07-07T17:16:53Z", "Duration": null, "Description": "Supermasks are binary masks of a randomly initialized neural network that result in the masked network performing well on a ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "XdpF9ZixIbI", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Can we Contain Covid-19 without Locking-down the Economy?", "Time Created": null, "Time Published": "2020-04-02T09:30:19Z", "Duration": null, "Description": "My thoughts on the let-the-young-get-infected argument.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "OUCwujwE7bA", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents (+Author)", "Time Created": null, "Time Published": "2022-02-08T21:13:05Z", "Duration": null, "Description": "gpt3 #embodied #planning In this video: Paper explanation, followed by first author interview with Wenlong Huang.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "z4lAlVRwbrc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Author Interview - Improving Intrinsic Exploration with Language Abstractions", "Time Created": null, "Time Published": "2022-04-02T22:38:55Z", "Duration": null, "Description": "reinforcementlearning #ai #explained This is an interview with Jesse Mu, first author of the paper. Original Paper Review: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "l8JeokY5NsU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Conversation about Population-Based Methods (Re-upload)", "Time Created": null, "Time Published": "2019-07-05T08:04:42Z", "Duration": null, "Description": "Being interviewed by Connor Shorten of Henry AI Labs (https://www.youtube.com/channel/UCHB9VepY6kYvZjj0Bgxnpbw) on the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "oRkhACMRy7Y", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "ML News Live! (Dec 30, 2021) Anonymous user RIPS Tensorflw | AI prosecutors rising | Penny Challenge", "Time Created": null, "Time Published": "2021-12-30T16:24:46Z", "Duration": null, "Description": "mlnews #live #tensorflow The greatest news, now fully live! Sponsor: Weights & Biases https://wandb.me/yannic References: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "plK2WVdLTOY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Extracting Training Data from Large Language Models (Paper Explained)", "Time Created": null, "Time Published": "2020-12-26T19:42:56Z", "Duration": null, "Description": "ai #privacy #tech This paper demonstrates a method to extract verbatim pieces of the training data from a trained language model.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "AR3W-nfcDe4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Auditing Radicalization Pathways on YouTube", "Time Created": null, "Time Published": "2019-08-28T17:46:35Z", "Duration": null, "Description": "This paper claims that there is a radicalization pipeline on YouTube pushing people towards the Alt-Right, backing up their claims ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "F5mxzvgl_oU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "S.H.E. - Search. Human. Equalizer.", "Time Created": null, "Time Published": "2019-05-09T10:33:31Z", "Duration": null, "Description": "Short opinion on Pantene's tool to de-bias Google search results.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Jqvb7jp4Nm8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Addendum for Supermasks in Superposition: A Closer Look (Paper Explained)", "Time Created": null, "Time Published": "2020-07-08T13:36:15Z", "Duration": null, "Description": "I take a closer look at \"Supermasks in Superposition\" after I've already done a video on it. Specifically, I look at: 1. The intuition ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "pPBqM4CKjUU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Discriminating Systems - Gender, Race, and Power in AI", "Time Created": null, "Time Published": "2019-04-27T19:49:27Z", "Duration": null, "Description": "TL;DR: - There exists both an unequal representation of people in the AI workforce as well as examples of societal bias in AI ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "V79rRI05Lj4", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Set Distribution Networks: a Generative Model for Sets of Images (Paper Explained)", "Time Created": null, "Time Published": "2020-06-29T12:58:05Z", "Duration": null, "Description": "We've become very good at making generative models for images and classes of images, but not yet of sets of images, especially ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "RrBapqCPnmE", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML Coding Tips] Separate Computation & Plotting using locals", "Time Created": null, "Time Published": "2020-05-01T17:22:06Z", "Duration": null, "Description": "Here's a lazy way to separate computation and subsequent analysis in a notebook without the overhead of manually saving local ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "R07CVhWbAXc", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "2M All-In into $5 Pot! WWYD? Daniel Negreanu's No-Limit Hold'em Challenge! (Poker Hand Analysis)", "Time Created": null, "Time Published": "2020-12-13T18:15:43Z", "Duration": null, "Description": "ai #technology #poker Daniel Negreanu posted a set of very interesting No-Limit Hold'em situations on Twitter. I try to analyze ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "klPuEHCKG9M", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Evolving Normalization-Activation Layers", "Time Created": null, "Time Published": "2020-04-09T11:10:44Z", "Duration": null, "Description": "Normalization and activation layers have seen a long history of hand-crafted variants with various results. This paper proposes an ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "cvkeWwDQr0A", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "JOIN ME for the NeurIPS 2020 Flatland Multi-Agent RL Challenge!", "Time Created": null, "Time Published": "2020-06-08T14:48:00Z", "Duration": null, "Description": "Join me to solve the NeurIPS 2020 challenge on multi-agent reinforcement learning in the flatland environment. This challenge ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "ifBI2jTaAEo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Celebrating 100k Subscribers! (w/ Channel Statistics)", "Time Created": null, "Time Published": "2021-09-14T07:36:41Z", "Duration": null, "Description": "yannickilcher #machinelearning #100k OUTLINE: 0:00 - 100k! 1:00 - Announcements & Thanks 3:55 - Channel Statistics Links: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "InhMx1h0N40", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "N\u00dcWA: Visual Synthesis Pre-training for Neural visUal World creAtion (ML Research Paper Explained)", "Time Created": null, "Time Published": "2021-12-08T18:54:58Z", "Duration": null, "Description": "nuwa #microsoft #generative N\u00dcWA is a unifying architecture that can ingest text, images, and videos and brings all of them into a ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "gch94ttuy5s", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Underspecification Presents Challenges for Credibility in Modern Machine Learning (Paper Explained)", "Time Created": null, "Time Published": "2020-11-10T21:48:01Z", "Duration": null, "Description": "ai #research #machinelearning Deep Learning models are often overparameterized and have many degrees of freedom, which ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "O1b0cbgpRBw", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Assessing Game Balance with AlphaZero: Exploring Alternative Rule Sets in Chess (Paper Explained)", "Time Created": null, "Time Published": "2020-09-13T19:56:31Z", "Duration": null, "Description": "ai #chess #alphazero Chess is a very old game and both its rules and theory have evolved over thousands of years in the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "zt_R85Ife_U", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[Trash] Automated Inference on Criminality using Face Images", "Time Created": null, "Time Published": "2020-05-14T14:07:15Z", "Duration": null, "Description": "This paper sets out to build a classifier to distinguish criminals from non-criminals using nothing but a face picture. I explore why ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "tDk10VTHwNo", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] CVPR bans social media paper promotion | AI restores Rembrandt | GPU prices down", "Time Created": null, "Time Published": "2021-06-30T14:26:12Z", "Duration": null, "Description": "cvpr #socialmedia #machinelearning In this week's ML news we look at CVPR's controversial action to ban paper promotions on ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "kU-tWy_wr78", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Fast and Slow Learning of Recurrent Independent Mechanisms (Machine Learning Paper Explained)", "Time Created": null, "Time Published": "2021-05-29T16:35:08Z", "Duration": null, "Description": "metarim #deeprl #catastrophicforgetting Reinforcement Learning is very tricky in environments where the objective shifts over time ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "wcHQ3IutSJg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[News] The NeurIPS Broader Impact Statement", "Time Created": null, "Time Published": "2020-05-23T15:27:05Z", "Duration": null, "Description": "For the first time, all authors submitting to the NeurIPS conference are forced to write a statement about the broader impact of their ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "XvDzZwoQFcU", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[News] Facebook's Real-Time TTS system runs on CPUs only!", "Time Created": null, "Time Published": "2020-05-16T13:57:10Z", "Duration": null, "Description": "Facebook AI's new Text-To-Speech system is able to create 1 second of speech in as little as 500ms, making it real-time. What's ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "4xklF7PZ-BY", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "[ML News] MMO Game destroys GPUs | OpenAI quits Robotics | Today w/ guest host Sanyam Bhutani", "Time Created": null, "Time Published": "2021-08-02T15:02:35Z", "Duration": null, "Description": "chai #mlnews #nvidia Follow Saynam here: YouTube: https://www.youtube.com/c/ChaiTimeDataScience Twitter: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "WvTU-y8HyDg", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Machine Learning Holiday Live Stream", "Time Created": null, "Time Published": "2021-12-26T17:09:53Z", "Duration": null, "Description": "Just chilling, coding, talking.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "cO1nSnsH_CQ", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Listening to You! - Channel Update (Author Interviews)", "Time Created": null, "Time Published": "2022-02-21T18:36:59Z", "Duration": null, "Description": "mlnews #kilcher #withtheauthors Many of you have given me feedback on what you did and didn't like about the recent \"with the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "TFiZYA_JfJs", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Population-Based Search and Open-Ended Algorithms", "Time Created": null, "Time Published": "2019-06-12T22:33:17Z", "Duration": null, "Description": "Comments on the ICML2019 tutorial on population-based search and open-ended learning.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "3ks2gpqAKY8", "Channel ID": "UCZHmQk67mSJgfCCTn7xBfew", "Title": "Author Interview - Memory-assisted prompt editing to improve GPT-3 after deployment", "Time Created": null, "Time Published": "2022-03-29T15:09:06Z", "Duration": null, "Description": "nlp #gpt3 #prompt This is an interview with the authors of this work, Aman Madaan and Niket Tandon. Large language models ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Lv1fv-HmkQo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Flask Tutorial Web Development with Python 1 - Intro", "Time Created": null, "Time Published": "2015-03-20T15:08:24Z", "Duration": null, "Description": "Digital Ocean Hosting: https://www.digitalocean.com/?refcode=d1c4c6e66979 Linode Hosting: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Z81JW1NTsO8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 5 - stack plots", "Time Created": null, "Time Published": "2015-07-12T02:05:04Z", "Duration": null, "Description": "In this Matplotlib data visualization tutorial, we cover how to create stack plots. The idea of stack plots is to show \"parts to the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "iv5m0c-8Opc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Tuples, Strings, Loops - Python 3 Programming Tutorial p.2", "Time Created": null, "Time Published": "2018-10-28T15:58:21Z", "Duration": null, "Description": "Getting familiar with some basic Python principles like tuples, strings, and loops as we see how simple Python really is to both ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "r9LtArXOYjk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 Programming Tutorial - Global and Local Variables", "Time Created": null, "Time Published": "2014-04-20T23:14:02Z", "Duration": null, "Description": "Welcome to another python 3 basics video, in this video we're going to now discuss the concept of global and local variables.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "jSs58VZVLw8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 programming tutorial: While Loop", "Time Created": null, "Time Published": "2014-01-22T05:32:46Z", "Duration": null, "Description": "The two distinctive loops we have in Python 3 logic are the \"for loop\" and the \"while loop.\" Both of them achieve very similar results ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "CGRKqnoQGgM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 Programming Tutorial - Function Parameters", "Time Created": null, "Time Published": "2014-04-20T23:13:35Z", "Duration": null, "Description": "The idea of function parameters in Python is to allow a programmer who is using that function, define variables dynamically within ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "2Tw39kZIbhs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python Pickle Module for saving objects (serialization)", "Time Created": null, "Time Published": "2015-05-22T16:02:04Z", "Duration": null, "Description": "This Python programming tutorial covers how to pickle objects in Python. The pickle module implements binary protocols for ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "42MBMSOZgD4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 Programming Tutorial: If Elif Else", "Time Created": null, "Time Published": "2014-01-23T20:08:54Z", "Duration": null, "Description": "Now we bring the in \"elif\" statement. The elif allows us to tie multiple if statements together as we might have intended to before ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Siyg1Wn5VDs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Building Search Word Database - Data Analysis of Google Tracking Takeout p.1", "Time Created": null, "Time Published": "2019-05-06T13:43:12Z", "Duration": null, "Description": "In these videos, we're going to be analyzing some of the data that we can download on ourselves that Google tracks on us.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "G3PvTWRIhZA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Introduction - Go Lang Practical Programming Tutorial p.1", "Time Created": null, "Time Published": "2017-10-21T17:58:19Z", "Duration": null, "Description": "Hello and welcome to a Go Language programming tutorial. In this series, we're going to cover setting up and the basics of using ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "AOeRbuwCd-Y", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "My Biggest Challenge With Programming (Q&A #11)", "Time Created": null, "Time Published": "2019-06-30T18:00:52Z", "Duration": null, "Description": "In this Q&A video, we'll be discussing various programming hardships and how I got into machine learning. Channel membership: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "qf0sfRZ0hHc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 Programming Tutorial: If Else", "Time Created": null, "Time Published": "2014-01-23T20:08:45Z", "Duration": null, "Description": "The If-Else statement is designed to build on the if statement's logic. Here, we ask if something is the case, and, if it is we do ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Wo5dMEP_BbI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch - P.1 Intro and Neuron Code", "Time Created": null, "Time Published": "2020-04-11T13:49:09Z", "Duration": null, "Description": "Building neural networks from scratch in Python introduction. Neural Networks from Scratch book: https://nnfs.io Playlist for this ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "S11VFAMEs6E", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Channels - Go Lang Practical Programming Tutorial p.22", "Time Created": null, "Time Published": "2017-11-12T15:09:07Z", "Duration": null, "Description": "We use Go Channels to connect concurrent goroutines, in order to send and receive values between them, using the channel ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "3fsvqo9pQyg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Structs - Go Lang Practical Programming Tutorial p.6", "Time Created": null, "Time Published": "2017-10-23T13:16:45Z", "Duration": null, "Description": "In the programming language of Go, there are no Classes. Instead, we can create custom types called Structs, which we then ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "q59wap1ELQ4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "A. I. Learns to Play Starcraft 2 (Reinforcement Learning)", "Time Created": null, "Time Published": "2022-04-23T15:05:05Z", "Duration": null, "Description": "Tinkering with reinforcement learning via Stable Baselines 3 and Starcraft 2. Code and model: https://github.com/Sentdex/SC2RL ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "wQ8BIBpya2k", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Deep Learning with Python, TensorFlow, and Keras tutorial", "Time Created": null, "Time Published": "2018-08-11T14:17:31Z", "Duration": null, "Description": "An updated deep learning introduction using Python, TensorFlow, and Keras. Text-tutorial and notes: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "IDqQIDL3LKg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Remote Access with SSH and Remote Desktop - Raspberry Pi and Python tutorials p.3", "Time Created": null, "Time Published": "2017-04-03T13:15:24Z", "Duration": null, "Description": "In this Raspberry Pi tutorial, we're going to cover how we can remotely access our Raspberry Pi, both with SSH and with a remote ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "DF_44sWnAsk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Application Structure - PyQt with Python GUI Programming tutorial 2", "Time Created": null, "Time Published": "2015-05-26T13:17:08Z", "Duration": null, "Description": "In this PyQT4 tutorial video, we cover how to structure a PyQT application in your code, using object oriented programming, ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "MF4NWqArewo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Detecting collisions - Intermediate Python Programming p.20", "Time Created": null, "Time Published": "2016-12-06T14:37:13Z", "Duration": null, "Description": "Now that we've got handling for the \"+\" operator, we need to devise a way to actually detect when we need to use it. In this tutorial ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Zg7GK759ZzA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Goroutines - Go Lang Practical Programming Tutorial p.18", "Time Created": null, "Time Published": "2017-11-09T16:13:05Z", "Duration": null, "Description": "Welcome everyone to part 18 of the Go Language programming tutorial series, where we'll be talking about concurrency in Go.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "TEWy9vZcxW4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch - P.4 Batches, Layers, and Objects", "Time Created": null, "Time Published": "2020-05-01T14:07:12Z", "Duration": null, "Description": "Neural Networks from Scratch book: https://nnfs.io NNFSiX Github: https://github.com/Sentdex/NNfSiX Playlist for this series: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "OwakEEY_DFw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Pointers - Go Lang Practical Programming Tutorial p.4", "Time Created": null, "Time Published": "2017-10-21T17:59:01Z", "Duration": null, "Description": "Welcome to part 4 of the Go programming tutorial series. In the previous tutorial, we covered some function basics. Now, we're ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "BVWmstt0AWM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Home Lab Build - P.2 - Rack has evolved!", "Time Created": null, "Time Published": "2022-07-01T14:40:12Z", "Duration": null, "Description": "Quite a few changes to the server rack, starting with a patch panel and another ethernet switch. From here, I've mounted a KVM ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "ZoWgzG_r2qo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "List comprehension and generator expressions - Intermediate Python Programming p.4", "Time Created": null, "Time Published": "2016-11-04T13:31:25Z", "Duration": null, "Description": "Welcome to part 4 of the intermediate Python programming tutorial series. In this part, we're going to talk about list comprehension ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "mA5nwGoRAOo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Support Vector Machine Intro and Application - Practical Machine Learning Tutorial with Python p.20", "Time Created": null, "Time Published": "2016-05-13T16:20:36Z", "Duration": null, "Description": "In this tutorial, we introduce the theory of the Support Vector Machine (SVM), which is a classification learning algorithm for ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Lbfe3-v7yE0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Sockets Tutorial with Python 3 part 1 - sending and receiving data", "Time Created": null, "Time Published": "2019-03-11T14:22:40Z", "Duration": null, "Description": "Welcome to a tutorial on sockets with Python 3. We have a lot to cover, so let's just jump right in. The socket library is a part of the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "PDNt07UePvk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Github Copilot: Good or Bad?", "Time Created": null, "Time Published": "2021-11-13T15:56:26Z", "Duration": null, "Description": "My thoughts and some examples of Github Copilot. Neural Networks from Scratch book: https://nnfs.io Channel membership: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "rTyEMsD-NNM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Why I use a Standing Desk", "Time Created": null, "Time Published": "2019-06-03T16:03:56Z", "Duration": null, "Description": "I get questions all the time about my desk and figured I might as well have a video to point people towards to make my life easier!", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "levekYbxauw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch - P.8 Implementing Loss", "Time Created": null, "Time Published": "2021-06-05T14:27:57Z", "Duration": null, "Description": "Implementing categorical cross entropy loss in our neural network framework. NNFS series playlist: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "rISOsUaTrO4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Naive Bayes - Natural Language Processing With Python and NLTK p.13", "Time Created": null, "Time Published": "2015-05-14T15:10:55Z", "Duration": null, "Description": "The algorithm of choice, at least at a basic level, for text analysis is often the Naive Bayes classifier. Part of the reason for this is ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "xtXexPSfcZg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Python 3 Programming Tutorial - For loop", "Time Created": null, "Time Published": "2014-01-22T05:45:00Z", "Duration": null, "Description": "The next loop is the For loop. The idea of the for loop is to \"iterate\" through something. For each thing in that something, it will do a ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "RpseX2ylEuw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Introduction and Parts - Raspberry Pi and Python tutorials p.1", "Time Created": null, "Time Published": "2017-04-03T13:15:06Z", "Duration": null, "Description": "Welcome to a series on the Raspberry Pi. One of the most common questions I see about the Raspberry Pi is \"What do I do with ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "V59bYfIomVk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Regression How it Works - Practical Machine Learning Tutorial with Python p.7", "Time Created": null, "Time Published": "2016-04-16T13:54:18Z", "Duration": null, "Description": "Welcome to the seventh part of our machine learning regression tutorial within our Machine Learning with Python tutorial series.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "aVDkuViaJfY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Defer - Go Lang Practical Programming Tutorial p.20", "Time Created": null, "Time Published": "2017-11-11T14:07:07Z", "Duration": null, "Description": "Welcome to part 20 of the Go programming tutorial, where we will be introducing the defer statement and its use in Go. The idea of ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "6e6NbNegChU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Corner Detection - OpenCV with Python for Image and Video Analysis 13", "Time Created": null, "Time Published": "2016-01-08T00:31:44Z", "Duration": null, "Description": "Welcome to a corner detection with OpenCV and Python tutorial. The purpose of detecting corners is to track things like motion, ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "rPCeCPT-f28", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Decorators - Intermediate Python Programming p.18", "Time Created": null, "Time Published": "2016-11-29T14:28:08Z", "Duration": null, "Description": "Welcome to part 18 of the intermediate Python programming tutorial series. In this tutorial, we are going to be discussing ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "WM1z8soch0Q", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Sockets Tutorial with Python 3 part 3 - sending and receiving Python Objects w/ Pickle", "Time Created": null, "Time Published": "2019-03-13T13:52:35Z", "Duration": null, "Description": "Welcome to part 3 of the sockets tutorial with Python. We've learned how to send and receive string data via sockets, and now I ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "za5s7RB_VLw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Pickling and Scaling - Practical Machine Learning Tutorial with Python p.6", "Time Created": null, "Time Published": "2016-04-15T02:24:09Z", "Duration": null, "Description": "In the previous Machine Learning with Python tutorial we finished up making a forecast of stock prices using regression, and then ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "ixathu7U-LQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Building our Neural Network - Deep Learning and Neural Networks with Python and Pytorch p.3", "Time Created": null, "Time Published": "2019-09-25T14:19:43Z", "Duration": null, "Description": "In this tutorial, we're going to focus on actually creating a neural network Text-based tutorials and sample code: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "ZmYPzESC5YY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 16 - Live graphs", "Time Created": null, "Time Published": "2015-07-12T02:06:17Z", "Duration": null, "Description": "In this Matplotlib tutorial, we're going to cover how to create live updating graphs that can update their plots live as the data-source ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "-bTuXf1xM_8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Adding a tutorial option - Tkinter tutorial Python 3.4 part 19", "Time Created": null, "Time Published": "2014-12-03T15:11:56Z", "Duration": null, "Description": "Tkinter GUI Tutorial Playlist: http://www.youtube.com/playlist?list=PLQVvvaa0QuDclKx-QpC9wntnURXVJqLyk In this tkinter ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "2R0kGTuYmVI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Exploring an AI\u2019s Imagination (Stable Diffusion and MidJourney)", "Time Created": null, "Time Published": "2022-09-03T13:54:26Z", "Duration": null, "Description": "Exploring a couple of the latest text to image generators that you can begin using right now, Stable Diffusion and MidJourney.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "i3o4G4bmqPc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Methods - Value Receivers - Go Lang Practical Programming Tutorial p.7", "Time Created": null, "Time Published": "2017-10-23T13:16:48Z", "Duration": null, "Description": "Welcome to part 7 of the Go programming tutorial series. We've been talking about structs, and we saw how to create a struct in ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "cJtdb-vPxBo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Kivy with Python tutorial Part 2 - Widgets and Labels", "Time Created": null, "Time Published": "2015-02-19T14:43:31Z", "Duration": null, "Description": "In this Kivy application development tutorial, we cover widgets and labels, as well as diving into some of the extensive Kivy ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "lGLto9Xd7bU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch - P.2 Coding a Layer", "Time Created": null, "Time Published": "2020-04-17T13:57:47Z", "Duration": null, "Description": "Expanding from a single neuron with 3 inputs to a layer of neurons with 4 inputs. Neural Networks from Scratch book: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "0hrrycamKPM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Exchange choice change - Tkinter tutorial Python 3.4 part 20", "Time Created": null, "Time Published": "2014-12-04T17:17:26Z", "Duration": null, "Description": "Tkinter GUI TutorialPlaylist: http://www.youtube.com/playlist?list=PLQVvvaa0QuDclKx-QpC9wntnURXVJqLyk This Tkinter GUI ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "uoHVztKY6S4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Lemmatizing - Natural Language Processing With Python and NLTK p.8", "Time Created": null, "Time Published": "2015-05-07T14:18:53Z", "Duration": null, "Description": "A very similar operation to stemming is called lemmatizing. The major difference between these is, as you saw earlier, stemming ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "WLo5Rgvj6qo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "GPIO Basics with LED light - Raspberry Pi and Python tutorials p.6", "Time Created": null, "Time Published": "2017-04-03T13:15:30Z", "Duration": null, "Description": "In this Raspberry Pi tutorial, we're going to be introducing and using the GPIO (General Purpose Input Output) pins on our boards.", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "oVp1vrfL_w4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Why Python 3? Python 2 vs Python 3", "Time Created": null, "Time Published": "2014-01-22T01:02:58Z", "Duration": null, "Description": "This video covers why one is encouraged to try Python 3. This is whether you are a complete noob to Python and programming, ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "aZltBzPUPKI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Building a Quadcopter p.2 - Parts", "Time Created": null, "Time Published": "2016-03-08T15:18:35Z", "Duration": null, "Description": "Parts list: https://pythonprogramming.net/quadcopter-parts-tutorial/ Hello and welcome to the second tutorial covering how to build ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "sh-MQboWJug", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "A Deep Dream of a Neural Network", "Time Created": null, "Time Published": "2018-03-31T14:02:40Z", "Duration": null, "Description": "A deep dream with TensorFlow's inception model. It's a deep dream through the inception v3 model's layers that's trained on ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "7Wq-QmMT4gM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Convolutional Neural Networks Basics - Deep Learning withTensorFlow 12", "Time Created": null, "Time Published": "2016-09-19T13:09:40Z", "Duration": null, "Description": "In this tutorial, we cover the basics of the Convolutional Neural Network (CNN) in terms of how the network works and how the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "HRKfVjCB3lM", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Goroutine Synchronization - Go Lang Practical Programming Tutorial p.19", "Time Created": null, "Time Published": "2017-11-10T13:59:13Z", "Duration": null, "Description": "Welcome everyone to part 19 of the Go Language programming tutorial series, where we've been covering concurrency in Go, but ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "3ERPpzrDkVg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Mean Shift Intro - Practical Machine Learning Tutorial with Python p.39", "Time Created": null, "Time Published": "2016-06-29T14:44:24Z", "Duration": null, "Description": "Mean Shift is very similar to the K-Means algorithm, except for one very important factor: you do not need to specify the number of ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "8sCQQlqeOKY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Game Development in Python 3 With PyGame - 20 - Sounds and Music", "Time Created": null, "Time Published": "2014-10-30T13:35:55Z", "Duration": null, "Description": "See http://pythonprogramming.net for sample code PyGame with Python 3 Playlist: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "oP95o2cUbTI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Looping - Go Lang Practical Programming Tutorial p.12", "Time Created": null, "Time Published": "2017-10-28T17:51:02Z", "Duration": null, "Description": "Welcome to part 12 of the Go programming tutorial series, where we're going to cover looping/iterating in Go. Leading up to this, ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "T-Sc-uq4n5c", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Flask Tutorial Web Development with Python 14 - Connecting to database", "Time Created": null, "Time Published": "2015-03-30T02:10:21Z", "Duration": null, "Description": "Welcome to part 14 of our Flask web development tutorial, in this video we discuss how to connect to our MySQL database using ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "-vVskDsHcVc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Words as Features for Learning - Natural Language Processing With Python and NLTK p.12", "Time Created": null, "Time Published": "2015-05-13T12:53:42Z", "Duration": null, "Description": "For our text classification, we have to find some way to \"describe\" bits of data, which are labeled as either positive or negative for ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "BqgTU7_cBnk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Analyzing Models with TensorBoard - Deep Learning with Python, TensorFlow and Keras p.4", "Time Created": null, "Time Published": "2018-08-24T14:24:31Z", "Duration": null, "Description": "Welcome to part 4 of the deep learning basics with Python, TensorFlow, and Keras tutorial series. In this part, what we're going to ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "aXxIjeGR6po", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Models - Django Web Development with Python p.2", "Time Created": null, "Time Published": "2019-01-22T13:48:47Z", "Duration": null, "Description": "Welcome to Part 2 of the web development with Python and Django tutorial series. In this tutorial, we're going to introduce the ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Y6cir7P3YUk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Functions with Parameters with Tkinter GUI buttons - Tkinter tutorial Python 3.4 p. 3", "Time Created": null, "Time Published": "2014-10-27T21:05:18Z", "Duration": null, "Description": "Tkinter GUI TutorialPlaylist: http://www.youtube.com/playlist?list=PLQVvvaa0QuDclKx-QpC9wntnURXVJqLyk In this Tkinter with ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "cu7t-GqtTRw", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Running locally and getting surrounding data - Halite III coding competition p.2", "Time Created": null, "Time Published": "2018-10-18T13:53:00Z", "Duration": null, "Description": "Text tutorials and sample code: coming soon(tm) Discord: https://discord.gg/sentdex Support the content: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "6_GXTbTL9Uc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Coding Adventure with Kaggle and Lux AI", "Time Created": null, "Time Published": "2021-09-26T16:25:13Z", "Duration": null, "Description": "Follow along on my journey of coding a Python AI agent for the Lux AI Kaggle competition. Lux Competition on Kaggle: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "WbTOutpwPHs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 4 - Scatter Plots", "Time Created": null, "Time Published": "2015-07-12T02:04:58Z", "Duration": null, "Description": "Next up, we cover scatter plots! The idea of scatter plots is usually to compare two variables, or three if you are plotting in 3 ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "-fgYp74SNtk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "R Squared Theory - Practical Machine Learning Tutorial with Python p.10", "Time Created": null, "Time Published": "2016-04-21T18:11:14Z", "Duration": null, "Description": "Welcome to the 10th part of our of our machine learning regression tutorial within our Machine Learning with Python tutorial series ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "BzcBsTou0C0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Introduction - Deep Learning and Neural Networks with Python and Pytorch p.1", "Time Created": null, "Time Published": "2019-09-23T13:57:15Z", "Duration": null, "Description": "Hello and welcome to a deep learning with Python and Pytorch tutorial series, starting from the basics. Text-based tutorials and ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "yZgaxg0JzcU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Bitcoin Protocol Tutorial #9 - Reclaiming Disk Space", "Time Created": null, "Time Published": "2014-02-08T00:34:04Z", "Duration": null, "Description": "Bitcoin Protocol Paper Playlist: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "BSpXCRTOLJA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Recurrent Neural Networks (RNN) - Deep Learning w/ Python, TensorFlow & Keras p.7", "Time Created": null, "Time Published": "2018-09-07T14:32:02Z", "Duration": null, "Description": "In this part we're going to be covering recurrent neural networks. The idea of a recurrent neural network is that sequences and ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "275_oeBw3vY", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Creating Stable Diffusion Interpolation Videos", "Time Created": null, "Time Published": "2022-09-16T15:19:34Z", "Duration": null, "Description": "GTC signup: https://nvda.ws/3BQvmCP Stable Diffusion Videos Github: https://github.com/nateraw/stable-diffusion-videos Gist for ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "dvOnYLDg8_Y", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Creating a Chatbot with Deep Learning, Python, and TensorFlow p.1", "Time Created": null, "Time Published": "2017-11-24T15:26:34Z", "Duration": null, "Description": "In this tutorial series we build a Chatbot with TensorFlow's sequence to sequence library and by building a massive database from ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "qk1IVs5B1GI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Camera Module - Raspberry Pi and Python tutorials p.5", "Time Created": null, "Time Published": "2017-04-03T13:15:30Z", "Duration": null, "Description": "Welcome to part 5 of the Raspberry Pi tutorial series, in this tutorial and the next few, we'll be introducing some of the sensors that ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "WFm1RZCVShU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "AI-Based Game Engines with GameGAN research paper", "Time Created": null, "Time Published": "2020-05-22T13:13:54Z", "Duration": null, "Description": "Learning to Simulate Dynamic Environments with GameGAN: https://nv-tlabs.github.io/gameGAN/ Link to paper: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "iRrySp4VoPs", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Jetson Nano 2GB from NVIDIA", "Time Created": null, "Time Published": "2020-10-14T15:30:53Z", "Duration": null, "Description": "Get it here: https://www.nvidia.com/en-us/autonomous-machines/embedded-systems/jetson-nano/education-projects/ Channel ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "yMk_XtIEzH8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Q Learning Intro/Table - Reinforcement Learning p.1", "Time Created": null, "Time Published": "2019-05-30T13:26:14Z", "Duration": null, "Description": "Welcome to a reinforcement learning tutorial. In this part, we're going to focus on Q-Learning. Q-Learning is a model-free form of ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "j-3vuBynnOE", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Loading in your own data - Deep Learning basics with Python, TensorFlow and Keras p.2", "Time Created": null, "Time Published": "2018-08-18T13:50:58Z", "Duration": null, "Description": "Welcome to a tutorial where we'll be discussing how to load in our own outside datasets, which comes with all sorts of challenges!", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "COlbP62-B-U", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Intro - TensorFlow Object Detection API Tutorial p.1", "Time Created": null, "Time Published": "2017-08-21T14:19:31Z", "Duration": null, "Description": "Hello and welcome to a miniseries and introduction to the TensorFlow Object Detection API. This API can be used to detect, with ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "QyhqzaMiFxk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Matplotlib Tutorial 7 - loading data from files", "Time Created": null, "Time Published": "2015-07-12T02:05:14Z", "Duration": null, "Description": "Many times, people want to graph data from a file. There are many types of files, and many ways you may extract data from a file to ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "kqJ8WYQu68w", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Distance Sensor GPIO cont'd - Raspberry Pi and Python tutorials p.7", "Time Created": null, "Time Published": "2017-04-05T00:52:55Z", "Duration": null, "Description": "In this Raspberry Pi tutorial, we're going to introduce a new sensor, the HC-SR04 ultrasonic distance sensor, along with handling ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "eXBD2bB9-RA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Introduction to Python 3 Programming Tutorial", "Time Created": null, "Time Published": "2018-10-27T15:58:41Z", "Duration": null, "Description": "Downloading and installing Python 3, along with an editor and writing our very first, though super basic, program! Playlist: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Q8KtQ3uM1tk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Bitcoin Protocol Tutorial #8: Incentive", "Time Created": null, "Time Published": "2014-02-06T21:02:35Z", "Duration": null, "Description": "Bitcoin Protocol Paper Playlist: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "dEXPMQXoiLc", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch - P.7 Calculating Loss with Categorical Cross-Entropy", "Time Created": null, "Time Published": "2021-01-23T15:47:17Z", "Duration": null, "Description": "In order to do backpropagation and optimization, we need to have some measure of how wrong the model is. For this, we use a ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "-QmdZ7821wA", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Simple Web App - Go Lang Practical Programming Tutorial p.5", "Time Created": null, "Time Published": "2017-10-21T17:59:06Z", "Duration": null, "Description": "Welcome to part 5 of the Go programming tutorial series, where we'll poke around a bit with the built-in web server with the Go ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "WvoLTXIjBYU", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Convolutional Neural Networks - Deep Learning basics with Python, TensorFlow and Keras p.3", "Time Created": null, "Time Published": "2018-08-19T13:34:14Z", "Duration": null, "Description": "Welcome to a tutorial where we'll be discussing Convolutional Neural Networks (Convnets and CNNs), using one to classify dogs ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "xqg5S-GrrDQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Why Kernels - Practical Machine Learning Tutorial with Python p.30", "Time Created": null, "Time Published": "2016-05-30T12:53:02Z", "Duration": null, "Description": "Once we've determined that we can use Kernels, the next question is of course why would we bother using kernels when we can ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "IsyyRKbFi7w", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Object Oriented Programming in js - JavaScript Programming Basics p.5", "Time Created": null, "Time Published": "2019-05-20T13:26:47Z", "Duration": null, "Description": "Greetings and welcome to part 5 of the JavaScript basics! In this tutorial, we're going to dive into Object Oriented Programming ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "K_Ac1Ko8-p8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Bitcoin Protocol: Proof of Work shown in Python Code", "Time Created": null, "Time Published": "2014-02-04T18:24:47Z", "Duration": null, "Description": "Bitcoin Protocol Paper Playlist: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "Ha7TP11H0EI", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Kivy with Python tutorial Part 5 - Dynamic Resizable Placement", "Time Created": null, "Time Published": "2015-02-23T00:38:05Z", "Duration": null, "Description": "In this Kivy application development tutorial, we cover how to code dynamic positions for things like widgets and buttons, this way ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "sNHiM0DoEAg", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch (NNFS) in Print!", "Time Created": null, "Time Published": "2020-10-28T13:10:02Z", "Duration": null, "Description": "Get the book: https://nnfs.io twitters: twitter.com/sentdex twitter.com/daniel_kukiela Channel membership: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "JBME1ZyHiP8", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Intro/basic GUI - PyQt with Python GUI Programming tutorial", "Time Created": null, "Time Published": "2015-05-25T14:04:07Z", "Duration": null, "Description": "PyQT is a Python wrapper around the QT GUI application development framework. To get PyQT, head to: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "3EjtHs_lXnk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "$5 MILLION AI for FREE", "Time Created": null, "Time Published": "2022-08-12T15:18:07Z", "Duration": null, "Description": "Imagine an AI where, all in the same model you could Translate languages, Write code, solve crossword puzzles, Be a chatbot ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "NRgfgtzIhBQ", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Introduction and Basics - Python Reddit API Wrapper (PRAW) tutorial p.1", "Time Created": null, "Time Published": "2017-08-07T13:43:29Z", "Duration": null, "Description": "In this tutorial miniseries, we're going to be covering the Python Reddit API Wrapper, PRAW. Reddit is a place for just about ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "vvC15l4CY1Q", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Optimizing Neural Network Structures with Keras-Tuner", "Time Created": null, "Time Published": "2019-12-21T15:01:42Z", "Duration": null, "Description": "Tuning and optimizing neural networks with the Keras-Tuner package: https://keras-team.github.io/keras-tuner/ Kite AI ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "txh3TQDwP1g", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch - P.9 Introducing Optimization and derivatives", "Time Created": null, "Time Published": "2021-08-02T22:08:08Z", "Duration": null, "Description": "Introducing the challenge of optimization and the concepts of derivatives NNFS series playlist: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "tMrbN67U9d4", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Neural Networks from Scratch - P.3 The Dot Product", "Time Created": null, "Time Published": "2020-04-24T14:27:00Z", "Duration": null, "Description": "Neural Networks from Scratch book: https://nnfs.io NNFSiX Github: https://github.com/Sentdex/NNfSiX Playlist for this series: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "XbWhJdQgi7E", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Reinforcement Learning with Stable Baselines 3 - Introduction (P.1)", "Time Created": null, "Time Published": "2022-02-05T15:56:01Z", "Duration": null, "Description": "Welcome to a tutorial series covering how to do reinforcement learning with the Stable Baselines 3 (SB3) package. The objective ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "ReakZVh2Xwk", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Save Classifier with Pickle - Natural Language Processing With Python and NLTK p.14", "Time Created": null, "Time Published": "2015-05-15T15:00:52Z", "Duration": null, "Description": "As you will likely find with any form of data analysis, there is going to be some sort of processing bottleneck, that you repeat over ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "RxZKbEmm7z0", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Kivy with Python tutorial Part 12 - Adding better Navigation", "Time Created": null, "Time Published": "2015-02-27T01:32:22Z", "Duration": null, "Description": "In this Kivy application development tutorial, we cover how to add on top of our previous example with a button that heads back ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "SN0VwEt2huo", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "NNFS Update #2: Content done", "Time Created": null, "Time Published": "2020-09-25T17:49:03Z", "Duration": null, "Description": "More info: https://nnfs.io Channel membership: https://www.youtube.com/channel/UCfzlCWGWYyIQ0aLC5w48gBQ/join Discord: ...", "Category": null, "Like Count": null, "Dislike Count": null} +{"Video ID": "lhMXDqQHf9g", "Channel ID": "UCfzlCWGWYyIQ0aLC5w48gBQ", "Title": "Line Finding with Hough Lines - Python plays Grand Theft Auto 5 p.5", "Time Created": null, "Time Published": "2017-04-10T14:59:29Z", "Duration": null, "Description": "In this Python plays Grand Theft Auto tutorial, we're going to incorporate the Hough Line finding functionality from OpenCV.", "Category": null, "Like Count": null, "Dislike Count": null}