Machine learning & deep learning videos
Start with a visual or conceptual introduction, then choose a coding lecture when you can follow Python and basic derivatives. Micrograd provides a concrete route into backpropagation; the complete category below also includes other approaches and levels.
131 videos in the full category, ordered by recommendation score.
Videos in this topic
1:30:45The Simple Essence of Automatic Differentiation - Conal Elliott
12:47Backpropagation, intuitively | Deep Learning Chapter 3
17:52Training AI Without Writing A Reward Function, with Reward Modelling
23:20Ali Rahimi's talk at NIPS(NIPS 2017 Test-of-time award presentation)
17:08Playing a Neural Network's version of GTA V: GAN Theft Auto
51:46Connections between physics and deep learning
4:41Deepmind artificial intelligence @ FDOT14
20:33Gradient descent, how neural networks learn | Deep Learning Chapter 2
47:15Will AI outsmart human intelligence? - with 'Godfather of AI' Geoffrey Hinton
40:37ai.bythebay.io: George Hotz, Self-Driving Lessons from Comma AI
1:11:41Lecture 1 | Natural Language Processing with Deep Learning
13:30Stealing Baseball Signs with a Phone (Machine Learning)
42:40State of GPT | BRK216HFS
![Video thumbnail: Neural Networks Demystified [Part 1: Data and Architecture]](https://i.ytimg.com/vi/bxe2T-V8XRs/hqdefault.jpg)
3:07Neural Networks Demystified [Part 1: Data and Architecture]
3:28:48Andrej Karpathy: Tesla AI, Self-Driving, Optimus, Aliens, and AGI | Lex Fridman Podcast #333
39:43Do we need Attention? - Linear RNNs and State Space Models (SSMs) for NLP
![Video thumbnail: [CVPR'21 WAD] Keynote - Andrej Karpathy, Tesla](https://i.ytimg.com/vi/g6bOwQdCJrc/hqdefault.jpg)
31:32[CVPR'21 WAD] Keynote - Andrej Karpathy, Tesla
52:52Google Developers Day US - Theorizing from Data
1:02:57Peter Norvig - The Unreasonable Effectiveness of Data
1:01:51Lecture 1: Introduction to Information Theory
1:11Infinite Mario AI - Long Level
35:45RAAIS 2017 - Simon Knowles, Co-Founder and CTO of Graphcore
1:22:38CS480/680 Lecture 19: Attention and Transformer Networks
1:57:45The spelled-out intro to language modeling: building makemore
3:52:20Tesla Autonomy Day
1:31:28Stanford Seminar: Beyond Floating Point: Next Generation Computer Arithmetic
1:00:52Joscha: From Computation to Consciousness (31c3)
8:25Large Language Models from scratch
20:39AI Language Models & Transformers - Computerphile
2:09:42