斯坦福大学计算机系，所有课程！

大家好，我是老胡

这个Excel收集了斯坦福大学计算机系本科阶段的所有课程（88门），包括人工智能、编程、计算机系统、计算机网络、数据库、算法、机器人、大数据等，每门课都给出了课程主页链接，其中包括了课程相关的资料。

这里我摘选了人工智能相关课程及其链接，包括机器学习、深度学习、强化学习、基于图的机器学习、人工智能:原理与技术、语言处理、GAN、计算机视觉等。

如需完整课程列表及链接Excel，可以加我的微信，备注Excel获取

欢迎围观老胡的朋友圈

Machine Learning
http://cs229.stanford.edu

Deep Learning
http://cs230.stanford.edu

Machine Learning with Graphs
http://web.stanford.edu/class/cs224w/

From Languages to Information
http://web.stanford.edu/class/cs124/

Applied Machine Learning
https://web.stanford.edu/class/cs129/

Artificial Intelligence: Principles & Techniques
https://stanford-cs221.github.io/spring2021/

Natural Language Processing with Deep Learning
https://cs.stanford.edu/courses/schedules/2020-2021.winter.php

Spoken Language Processing
http://web.stanford.edu/class/cs224s/

Probabilistic Graphical Models
https://cs228.stanford.edu

Convolutional Neural Networks for Visual Recognition
http://cs231n.stanford.edu

Reinforcement Learning
http://web.stanford.edu/class/cs234/index.html

Generative Adversarial Networks
https://cs236g.stanford.edu

Computer Vision: 3D Reconstruction to Recognition
http://web.stanford.edu/class/cs231a/

Decision Making under Uncertainty
https://web.stanford.edu/class/aa228/cgi-bin/wp/

Machine Learning Systems Design
https://stanford-cs329s.github.io/index.html

Deep Multi-Task and Meta Learning
http://cs330.stanford.edu