Courses

We have added video introduction to some Stanford A.I. courses from Fall 2019 CS229.
Please check them out at https://ai.stanford.edu/stanford-ai-courses

 

 

Course Number	Course Name	Instructor
CS372	Artificial Intelligence for Disease Diagnosis and Information Recommendations	Chang
CS330	Deep Multi-Task and Meta Learning	Finn
CS221	Artificial Intelligence: Principles and Techniques	Liang/Sadigh/Charikar
CS229	Machine Learning	Dror/Ng/Ma/Re
CS229A	Applied Machine Learning	Ng
CS229T	Statistical Learning Theory	Ma
CS230	Deep Learning	Ng/Katanforoosh
CS234	Reinforcement Learning	Brunskill
CS332	Advanced Survey of Reinforcement Learning	Brunskill
CS224W	Machine Learning with Graphs	Leskovec/Catasta
CS246	Mining Massive Data Sets	Leskovec
EE377	Statistics and Information Theory	Duchi
CS124	From Languages to Information	Jurafsky
CS224N	Natural Language Processing with Deep Learning	Manning
CS224U	Natural Language Understanding	MacCartney / Potts
CS276	Information Retrieval and Web Search	Manning
CS231A	Computer Vision: From 3D Reconstruction to Recognition	Savarese
CS231N	Convolutional Neural Networks for Visual Recognition	Li/Karpathy/ Johnson
CS331B	Representation Learning in Computer Vision	Savarese
CS223A	Introduction to Robotics	Khatib
CS225A	Experimental Robotics	Khatib
CS326	Topics in Advanced Robotic Manipulation	Bohg
CS327A	Advanced Robotic Manipulation	Khatib
CS333	Safe and Interactive Robotics	Sadigh
CS237A	Principles of Robotic Autonomy	Pavone
CS157	Computational Logic	Genesereth
CS257	Logic and Automated Reasoning	Icard
CS361	Introduction to Multidisciplinary Design Optimization	Kochenderfer
CS238	Decision Making Under Uncertainty	Kochenderfer
CS239	Sequential Decision Making	Kochenderfer
CS224W	Social and Information Network Analysis	Leskovec / Adamic
CS246	Mining Massive Data Sets	Leskovec
CS273A	A Computational Tour of the Human Genome	Bejerano
CS279	Computational Biology: Structure and Organization of Biomolecules and Cells	Dror
CS371	Computational Biology in Four Dimensions	Dror
CS522	Seminar in Artificial Intelligence in Healthcare	Ng / Dror
CS205L	Continuous Mathematical Methods with an Emphasis on Machine Learning	Fedkiw
CS325b	Data for Sustainable Development	Ermon/ Lobell/ Burke
CS181	Ethics, Policy, and Technology	Reich/ Sahami/ Weinstein