The best Stanford, CMU, and MIT courses to build a career in A | Artificial Intelligence

The best Stanford, CMU, and MIT courses to build a career in AI

- With a multitude of AI courses available online, coming up with an AI study plan can easily lead to decision fatigue.
- I often get asked about which courses have been useful to me to setup my foundation in AI, so here goes!
- After taking Stanford’s AI courses to build my fundamentals, I’ve taken courses from CMU, MIT, and UCL. I’ve found these pretty useful in shaping my understanding and career in AI.
- Here’s my list of courses along with their respective YouTube playlists (note that this is an ordered list of increasing difficulty, based on my personal experience) by Aman Chadha.

Stanford University

CS229 - Machine Learning by Andrew Ng: https://m.youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU
CS230 - Deep Learning by Andrew Ng: https://m.youtube.com/playlist?list=PLoROMvodv4rOABXSygHTsbvUz4G_YQhOb
CS231n - Convolutional Neural Networks for Visual Recognition by Fei-Fei Li and Andrej Karpathy: https://m.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv
CS224n - Natural Language Processing with Deep Learning by Christopher Manning: https://m.youtube.com/playlist?list=PLoROMvodv4rOSH4v6133s9LFPRHjEmbmJ
CS25 - Transformers United: https://m.youtube.com/playlist?list=PLoROMvodv4rNiJRchCzutFw5ItR_Z27CM

Massachusetts Institute of Technology

6.S191 - Introduction to Deep Learning by Alexander Amini and Ava Soleimany: https://m.youtube.com/playlist?list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI
6.S094 - Deep Learning by Lex Fridman:
https://m.youtube.com/playlist?list=PLrAXtmErZgOeiKm4sgNOknGvNjby9efdf
6.S192 - Deep Learning for Art, Aesthetics, and Creativity by Ali Jahanian: https://m.youtube.com/playlist?list=PLCpMvp7ftsnIbNwRnQJbDNRqO6qiN3EyH

Carnegie Mellon University
CS/LTI 11-777 Multimodal Machine Learning by Louis-Philippe Morency: https://m.youtube.com/channel/UCqlHIJTGYhiwQpNuPU5e2gg/videos

University College London
COMP M050 Reinforcement Learning by David Silver:



- Have courses that you found useful? Drop me a message @Aiindian so I can learn too!