Free Machine Learning and AI Courses
Machine Learning / Deep Learning
- CS229 Machine Learning
- CS229M Machine Learning Theory
- Cornell CS5787 Applied ML
- CS230 Deep Learning
- CMU Deep Learning
- NYU Deep Learning
- CS 294 Deep Unsupervised Learning
Deep Learning for Computer Vision
Natural Language Processing
- CS124 From Language to Information
- CS224N Natural Language Processing with Deep Learning
- CS224U Natural Language Understanding
- CS25 Transformers United
- CMU CS11-711 Advanced Natural Language Processing
- UMASS CS685 Advanced Natural Language Processing
Graph Machine Learning
Reinforcement Learning
- CS234 Reinforcement Learning
- CS224R Deep Reinforcement Learning
- CS330 Deep Mutli-Task and Meta Learning
- CS285 Deep RL
- DeepMind UCL RL Lecture Series
- DeepMind RL Lectures - David Silver
- Deep RL Bootcamp
Miscellaneous
- CS221 Artificial Intelligence: Principles and Techniques
- CS228 Probabilistic Graphical Models
- CS329S Machine Learning Systems Design
- Tiny ML and Efficient Deep Leanring Computing