Andrew Ng

Stanford CS229: Machine Learning Course Materials

Stanford CS229 Machine Learning course materials page — Andrew Ng's graduate ML course whose lecture notes became canonical self-study references. The notes on supervised learning, SVMs, neural networks, and probabilistic models were some of the clearest technical writing in the field.