机器学习与深度学习视频
从直观演示或概念介绍入门；熟悉 Python 和基础求导后，再选择编程课程。micrograd 提供理解反向传播的具体路线，下方完整分类还收录其他方法和难度的视频。
本分类共 131 个视频，按推荐分排序。
本主题视频
1:22:56Practical Deep Learning for Coders: Lesson 1
1:13:22Sacha Arnoud, Director of Engineering, Waymo - MIT Self-Driving Cars
3:23:00Tesla AI Day 2022
24:52AlphaFold - The Most Useful Thing AI Has Ever Done
15:37Alpha Zero's "Immortal Zugzwang Game" against Stockfish
1:05:28HC2023-K2: Hardware for Deep Learning
1:27:44Andrew Ng: Artificial Intelligence is the New Electricity
24:07AI can't cross this line and we don't know why.
4:10Karl Sims - Evolved Virtual Creatures, Evolution Simulation, 1994
25:59Peter Norvig at Startup School 08
6:02OpenAI Plays Hide and Seek…and Breaks The Game! 🤖
8:34Enhancing Photorealism Enhancement
1:48:12Geoffrey Hinton in conversation with Fei-Fei Li — Responsible AI development
13:59MENACE: the pile of matchboxes which can learn
1:05:18Recent Developments in Deep Learning
4:17AI Learns Noise Filtering For Photorealistic Videos | Two Minute Papers #215
43:23AI Ethics, Impossibility Theorems and Tradeoffs - Chris Stucchio | Crunch 2018
52:59Introducing Nx - José Valim | Lambda Days 2021
1:03:32John Schulman - Reinforcement Learning from Human Feedback: Progress and Challenges
1:10:58Trends in Deep Learning Hardware: Bill Dally (NVIDIA)
33:49Google's DeepMind AI vs StarCraft 2 World Champion - Game 1
42:30Full interview: "Godfather of artificial intelligence" talks impact and potential of AI
59:23Why Can't AI Make Its Own Discoveries? — With Yann LeCun
1:11:36Geoffrey Hinton talk "What is wrong with convolutional neural nets ?"
10:18Backpropagation calculus | Deep Learning Chapter 4
57:57Lecture 1 | Introduction to Convolutional Neural Networks for Visual Recognition
1:13:06Chris Lattner: Compilers, LLVM, Swift, TPU, and ML Accelerators | Lex Fridman Podcast #21
14:06The Lighthill Debate (1973) - part 1 of 6
20:41Training an unbeatable AI in Trackmania
1:03:18