AI & Machine Learning

Looking to dive into AI like a Stanford pro? Here’s a curated list of legendary Stanford AI courses, straight from the professors themselves. The YouTube videos might be some years behind, but trust us—it’s still cutting-edge stuff. Finish all the courses and materials, and you’ll have a strong foundations to become an expert in AI.

Course Name	Institution	Course link	Video Links
Artificial Intelligence: Principles and Techniques – CS 221	Stanford	https://stanford-cs221.github.io/spring2025/#coursework	https://www.youtube.com/watch?v=ZiwogMtbjr4&list=PLoROMvodv4rOca_Ovz1DvdtWuz8BfSWL2
Machine Learning – CS 229	Stanford	https://docs.google.com/spreadsheets/d/12ua10iRYLtxTWi05jBSAxEMM_104nTr8S4nC2cmN9BQ/edit?gid=0#gid=0	https://www.youtube.com/watch?v=Bl4Feh_Mjvo&list=PLoROMvodv4rNyWOpJg_Yh4NSqI4Z4vOYy
Deep Learning for Computer Vision – CS 231N	Stanford	https://cs231n.github.io/	https://www.youtube.com/watch?v=vT1JzLTH4G4&list=PLC1qU-LWwrF64f4QKQT-Vg5Wr4qEE1Zxk
Natural Language Processing with Deep Learning – CS 224N	Stanford	https://web.stanford.edu/class/cs224n/index.html#coursework	https://www.youtube.com/watch?v=DzpHeXVSC5I
Natural Language Understanding – CS 224U	Stanford	https://web.stanford.edu/class/cs224u/	https://www.youtube.com/playlist?list=PLoROMvodv4rPt5D0zs3YhbWSZA8Q_DyiJ
Reinforcement Learning – CS 234	Stanford	https://web.stanford.edu/class/cs234/modules.html	https://www.youtube.com/playlist?list=PLoROMvodv4rN4wG6Nk6sNpTEbuOSosZdX
Machine Learning with Graphs – CS 224W	Stanford	https://web.stanford.edu/class/cs224w/	https://www.youtube.com/watch?v=ZfK4FDk9uy8&list=PLlweTYMJoEmfttflTmuIqf9WSTQw9h-Io
Deep Generative Models – CS 236	Stanford	https://deepgenerativemodels.github.io/syllabus.html	https://www.youtube.com/watch?v=XZ0PMRWXBEU
Deep Multi-Task and Meta Learning – CS 330	Stanford	https://cs330.stanford.edu/	https://www.youtube.com/playlist?list=PLoROMvodv4rNjRoawgt72BBNwL2V7doGI
Transformers United – CS25	Stanford	https://web.stanford.edu/class/cs25/	https://web.stanford.edu/class/cs25/

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