编程
C541:The Python Programming Language(Python编程语言)
链接:https://stanfordpython.com/#/
CS108:Object-Oriented Systems Design(面向对象系统设计)
链接:http://web.stanford.edu/class/cs108/
CS106A:Programming Methodology(编程方法论)
链接:http://web.stanfordedu/class/cs106a/
CS106B:Programming Abstractions(抽象编程)
链接:https://web.stanford.edu/class/cs106b/
CS151:Logic Programming(逻辑编程)
链接:http://logicprogramming.stanford.edu/stanford/inde
CS242:Programming Languages(编程语言)
链接:https://web.stanford.edu/class/cs242/
算法
CS166:Data Structures(数据结构)
链接:http://web.stanford.edu/class/cs166/
CS161:Desgin and Analysis of Algorithms(算法设计和分析)
链接:https://stanford-cs161.github.io/winter2021/
CS261:Optimization and Algorithmic Paradigm (优化与算法范式)
链接:http://web.stanford.edu/~ashishg/cs261/
机器学习
C229:Machine Learming(机器学习)
CS224W:Machine Learning with Graphs(图机器学习)
链接:http://web.stanford.edu/class/cs224w/
CS129:Applied Machine Learming(应用机器学习)
链接:https://web.stanford.edu/class/cs129/
CS329S:Machine Learning Systems Design(机器学习系统设计)
链接:https://stanford-cs329s.github.io/index.html
CS228:Probabilistic Graphical Models(概率图模型)
深度学习
CS230:Deep Learning(深度学习)
CS221:Artificial Inteligence:Principles & Techniques(人工智能:原理和技术)
链接:https://stanford-cs221.github.io/spring2021/
CS224N:Natural Language Processing with Deep Learning(深度学习自然语言处理)
链接:https://cs.stanford.edu/courses/schedules/2020-20
CS231N:Convolutional Neural Networks for Visual Recognition(视觉识别的卷积神经网络)
CS131:Computer Vision:Foundations and Applications(计算机视觉:基础和应用)
链接:http://vision.stanford.edu/teaching/cs131_fall2021