The books I like:
- Linear Algebra Done Right, by Sheldon Axler
- Convex Optimization, by Stephen Boyd / Lieven Vandenberghe
- Computer Vision: Algorithms and Applications, by Richard Szeliski
- Designing Data-Intensive Application
- Deep Learning, by Ian Goodfellow and Yoshua Bengio and Aaron Courville
- 视觉SLAM十四讲：从理论到实践, by 高翔，张涛，刘毅，颜沁睿
- 机器学习, by 周志华