Lecture notes and solutions to various courses.
- CS229 Machine Learning
- Tensor Calculus, Multilinear Algebra, and Differential Geometry
- Learn CUDA in an Afternoon
- CS109 Data Science, latest material
- CS226 Sketching Algorithms for Big Data
- Spectral Graph Theory
- Michael Collins NLP Lecture Notes
- Oxford Deep NLP
- CS 294 Deep Reinforcement Learning
- UCL Course on Reinforcement Learning
- CS 231n Convolutional Neural Networks for Visual Recognition
- CS 224 Advanced Algorithms
- 6.854/18.415 Advanced Algorithms
- Differential Geometry for CS
- Hack the Kernel
- CS 224d Deep Learning for NLP