Top 10 Recommended ML and NLP Books
- Reinforcement Learning, Second Edition (An Introduction) By Richard S. Sutton and Andrew G. Barto
2. Introduction to Natural Language Processing By Jacob Eisenstein
3. Deep Learning By Ian Goodfellow, Yoshua Bengio and Aaron Courville
4. Foundations of Machine Learning, Second Edition By Mehryar Mohri, Afshin Rostamizadeh and Ameet Talwalkar
5. Introduction to Deep Learning By Eugene Charniak
6. Natural Language Processing with PyTorch By Delip Rao and Brian McMahan
7. Dive into Deep Learning By Aston Zhang, Zack C. Lipton, Mu Li, and Alex J. Smola
8. Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow By Aurélien Géron
9. Python Machine Learning — Third Edition By Sebastian Raschka and Vahid Mirjalili
10. Machine Learning: An Applied Mathematics Introduction by Paul Wilmott
