Courses in AI

Courses

Harvard

CS249r - Introduction to Machine Learning Systems - http://mlsysbook.ai/ - https://github.com/harvard-edge/cs249r_book

Stanford

CS221 – Artificial Intelligence: Principles & Techniques (Core AI foundations) - https://www.youtube.com/watch?v=ZiwogMtbjr4&list=PLoROMvodv4rOca_Ovz1DvdtWuz8BfSWL2&index=2
CS224U – Natural Language Understanding (How machines interpret meaning) - https://www.youtube.com/playlist?list=PLoROMvodv4rPt5D0zs3YhbWSZA8Q_DyiJ
CS224N – NLP with Deep Learning (transformers, embeddings, modern NLP) - https://www.youtube.com/playlist?list=PLoROMvodv4rOaMFbaqxPDoLWjDaRAdP9D
CS229 – Machine Learning by Andrew Ng (the legendary ML course) - https://www.youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU
CS229M – Machine Learning Theory (Mathematical backbone) - https://www.youtube.com/playlist?list=PLoROMvodv4rP8nAmISxFINlGKSK4rbLKh
CS329H – ML from Human Preferences (reinforcement learning meets alignment) - https://www.youtube.com/watch?v=ApF2OenMgfc&list=PLoROMvodv4rNm525zyAObP4al43WAifZz
CS230 – Deep Learning by Andrew Ng (Neural networks, CNNs, RNNs) - https://www.youtube.com/playlist?list=PLoROMvodv4rOABXSygHTsbvUz4G_YQhOb
CS234 – Reinforcement Learning (Agents, environments, reward-driven learning) - https://www.youtube.com/playlist?list=PLoROMvodv4rN4wG6Nk6sNpTEbuOSosZdX
CS330 – Deep Multi-Task & Meta Learning (How models learn to learn) - https://www.youtube.com/watch?v=bkVCAk9Nsss&list=PLoROMvodv4rNjRoawgt72BBNwL2V7doGI

Tutorials

https://towardsdatascience.com/langgraph-101-lets-build-a-deep-research-agent/ : Learn LangGraph fundamentals from Google’s open-source full-stack implementation

Tags: ai courses

Last modified 22 March 2026