Courses on Deep Learning and Artificial Intelligence

Something a lot of people don’t know is that many colleges publish their course material online, which are often full of useful knowledge. Here is a collection of courses on Deep Learning and Artificial Intelligence.

Deep Learning

• https://cs182sp21.github.io/

Large Language Models

• https://www.cs.princeton.edu/courses/archive/fall22/cos597G/

Hardware for Machine Learning

• https://inst.eecs.berkeley.edu/~ee290-2/sp21/

Multimodal Machine Learning

• https://cmu-multicomp-lab.github.io/mmml-course/fall2023/schedule/

Neuroscience, Psychology, and AI

• https://cs322.stanford.edu/

Embodied Intelligence

• https://phillipi.github.io/6.882/2020/schedule.html

Safety and Control for Artificial General Intelligence

• https://inst.eecs.berkeley.edu/~cs294-149/fa18/

Deep Reinforcement Learning

• https://rail.eecs.berkeley.edu/deeprlcourse-fa22/

Robotics

• https://16-884.github.io/lectures/

Machine Learning for Computer Graphics

• http://cs348i.stanford.edu/
• https://learning-image-synthesis.github.io/sp23/schedule/
• https://dritchie.github.io/cs2951w/

Deep Learning in the Life Sciences

• https://mit6874.github.io/

Written on September 24th, 2023 by Brian Liao