Adaptive Computation and Machine Learning series
Han Bao and Others
Series • 18 Books • Computing & Internet
Introduction to Machine Learning, fourth edition
Ethem Alpaydin
Deep Learning
Ian Goodfellow, Yoshua Bengio & Aaron Courville
Probabilistic Machine Learning
Kevin P. Murphy
Probabilistic Machine Learning
Kevin P. Murphy
Introduction to Natural Language Processing
Jacob Eisenstein
Probabilistic Graphical Models
Daphne Koller & Nir Friedman
Machine Learning
Kevin P. Murphy
Reinforcement Learning, second edition
Richard S. Sutton & Andrew G. Barto
Foundations of Machine Learning, second edition
Mehryar Mohri, Afshin Rostamizadeh & Ameet Talwalkar
Learning Theory from First Principles
Francis Bach