Bayes' Rule: A Tutorial Introduction to Bayesian Analysis

Information Theory: A Tutorial Introduction

Bayes' Theorem Examples: A Visual Introduction For Beginners

The Theory That Would Not Die: How Bayes' Rule Cracked the Enigma Code, Hunted Down Russian Submarines, and Emerged Triumphant from Two Centuries of Controversy

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

Coding the Matrix: Linear Algebra through Applications to Computer Science

Think Bayes: Bayesian Statistics in Python

Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan

Decision Trees and Random Forests: A Visual Introduction For Beginners

Probability: For the Enthusiastic Beginner

Principles of Neural Information Theory: Computational Neuroscience and Metabolic Efficiency (Tutorial Introductions)