Elements of Information Theory 2nd Edition (Wiley Series in Telecommunications and Signal Processing)

Information Theory, Inference and Learning Algorithms

Pattern Recognition and Machine Learning (Information Science and Statistics)

Convex Optimization

Information Theory: A Tutorial Introduction

Deep Learning (Adaptive Computation and Machine Learning series)

Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning series)

Machine Learning: A Probabilistic Perspective (Adaptive Computation and Machine Learning series)

The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)

An Introduction to Information Theory: Symbols, Signals and Noise (Dover Books on Mathematics)

Linear Algebra and Learning from Data