Textbooks
I only add textbooks that I have used in a class and/or have read a significant portion of.
- Deep Learning Ian Goodfellow, Yoshua Bengio, and Aaron Courville
- Reinforcement Learning: An Introduction Richard S. Sutton and Andrew G. Barto
- Designing Data-Intensive Applications Martin Kleppmann
- Introduction to Algorithms (CLRS) Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, and Clifford Stein