Series: Chapman & Hall/CRC Machine Learning & Pattern Recognition

A First Course in Machine Learning by Simon Rogers and Mark Girolami is the best introductory book for ML currently available. It combines rigour and precision with accessibility, starting from a detailed explanation of the basic foundations of Bayesian analysis in the simplest of settings and going all the way to the frontiers of the subject such as infinite mixture...