Fundamentals of Pattern Recognition and Machine Learning - Ulisses Braga-Neto

This book is a concise but thorough introduction to the tools commonly used in pattern recognition and machine learning, including classification, dimensionality reduction, regression, and clustering, as well as recent popular topics such as deep neural networks and Gaussian process regression.