The introduction to Probability, Statistics by Berkeley

Basic Probability Random variables, conditional probabilities, Bayes rule • Naive Bayes • Multiple tests • Examples - OCR • Sampling • Distributions (categorial, normal, uniform) • Central limit theorem

For more details, visit the source.