以下为我了解下来的几本比较经典的书籍:
1.
Foundations of Machine Learning
Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar
2.
Introduction to Machine Learning, Second Edition
Ethem Alpaydin
3.Bayesian Reasoning and Machine Learning
David Barber
4.Machine Learning: A Probabilistic Prespective
Kevin Murphy