机器学习与深度学习 Machine learning & deep learning

机器学习：神经网络、深度学习、反向传播、模型训练与优化、强化学习、AlphaGo、顶会研究讲座，以及 Karpathy、Hinton、LeCun、斯坦福 CS231n 课程。

The spelled-out intro to neural networks and backpropagation: building micrograd

Andrej Karpathy

17 人推荐 · 跨 16 个月

But what is a neural network? | Deep learning chapter 1

3Blue1Brown

16 人推荐 · 跨 14 个月

AlphaGo - The Movie | Full award-winning documentary

Google DeepMind

10 人推荐 · 跨 10 个月

Transformers, the tech behind LLMs | Deep Learning Chapter 5

3Blue1Brown

13 人推荐 · 跨 10 个月

USENIX Security '18-Q: Why Do Keynote Speakers Keep Suggesting That Improving Security Is Possible?

USENIX

10 人推荐 · 跨 10 个月

Lecture 1 | Machine Learning (Stanford)

Stanford

11 人推荐 · 跨 11 个月

MarI/O - Machine Learning for Video Games

SethBling

10 人推荐 · 跨 10 个月

Deep Dive into LLMs like ChatGPT

Andrej Karpathy

10 人推荐 · 跨 8 个月

Computer program that learns to play classic NES games

suckerpinch

9 人推荐 · 跨 10 个月

RL Course by David Silver - Lecture 1: Introduction to Reinforcement Learning

Google DeepMind

9 人推荐 · 跨 9 个月

Let's build GPT: from scratch, in code, spelled out.

Andrej Karpathy

14 人推荐 · 跨 8 个月

Bay Area Vision Meeting: Unsupervised Feature Learning and Deep Learning

Google TechTalks

9 人推荐 · 跨 7 个月

A Hackers' Guide to Language Models

Jeremy Howard

8 人推荐 · 跨 8 个月

Andrej Karpathy - AI for Full-Self Driving at Tesla

Matroid

4 人推荐 · 跨 6 个月

[1hr Talk] Intro to Large Language Models

Andrej Karpathy

9 人推荐 · 跨 6 个月

Joscha Bach: Artificial Consciousness and the Nature of Reality | Lex Fridman Podcast #101

Lex Fridman

6 人推荐 · 跨 5 个月

Tensorflow and deep learning - without a PhD by Martin Görner

Devoxx

6 人推荐 · 跨 5 个月

Brains, Sex, and Machine Learning

Google TechTalks

7 人推荐 · 跨 5 个月

Robocalypse Now: Using Deep Learning to Combat Cheating in Counter-Strike: Global Offensive

GDC Festival of Gaming

5 人推荐 · 跨 6 个月

Why Greatness Cannot Be Planned — Kenneth Stanley

Machine Learning Street Talk

4 人推荐 · 跨 5 个月

Lecture 01 - The Learning Problem

caltech

5 人推荐 · 跨 5 个月

Future Computers Will Be Radically Different (Analog Computing)

Veritasium

7 人推荐 · 跨 5 个月

Uppestcase and Lowestcase Letters [advances in derp learning]

suckerpinch

5 人推荐 · 跨 4 个月

Let's build the GPT Tokenizer

Andrej Karpathy

5 人推荐 · 跨 5 个月

Hello World - Machine Learning Recipes #1

Google for Developers

6 人推荐 · 跨 5 个月

Attention in transformers, step-by-step | Deep Learning Chapter 6

3Blue1Brown

5 人推荐 · 跨 4 个月