Free Books
Machine Learning
- Reinforcement Learning: An Introduction by Richard S. Sutton and Andrew G. Barto
- Deep Learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville
- Interpretable Machine Learning by Christoph Molnar
- Mathematics for Machine Learning by Marc Peter Deisenroth, A Aldo Faisal, and Cheng Soon Ong
Programming
- Think Python, Third Edition by Allen B. Downey
- 中文 第2版
- Pythonプログラミング入門 by 東京大学 数理・情報教育研究センター
- プログラミング演習 Python 2023 by 喜多一, 森村吉貴, 岡本雅子
Mathematics
- Book of Proof by Richard Hammack
- Linear Algebra Done Right by Sheldon Axler
- 线性代数应该这样学 by Sheldon Axler, translated by translated by Oliver Wu and Yang He