- Deep Learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville.
中文版本 - Deep Learning Tutorial by LISA lab, University of Montreal
- Documentation on all topics that I learn on both Artificial intelligence and machine learning.
- Interpretable Machine Learning
- Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python
- Neural Networks and Deep Learning by Michael Nielsen
- 神经网络与深度学习.邱锡鹏
- UFLDL Tutorial
- Rules of Machine Learning: Best Practices for ML Engineering
- Reinforcement Learning: An Introduction.
code - Reinforcement LearningState-of-the-Art
- A Course in Machine Learning
- 深度学习入门 by PaddlePaddle
- TensorFlow For Machine Intelligence
- First Contact With TensorFlow
- Learning scikit-learn: Machine Learning in Python
- Neural Networks: Tricks of the Trade (Lecture Notes in Computer Science)
- Scikit-learn 秘籍
- Speech and Language Processing
- Python Data Science Handbook
- Mathematical Foundations
- Natural Language Processing in Action
- The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation
- Deep Reinforcement Learning in Action