This book provides an introduction to statistical learning methods. It is aimed for upper level undergraduate students, masters students and Ph.D. students in the non-mathematical sciences. The book…

The Elements of Statistical Learning

Data Miming, Inference, and Prediction

An important contribution that will become a classic

- Michael Chernick, Amazon 2001

Neural Networks and Deep Learning

Neural Networks and Deep Learning is a free online book. The book will teach you about:

Neural networks, a beautiful biologically-inspired programming paradigm which enables a computer to learn from observational data

The Probability and Statistics Cookbook

The probability and statistics cookbook is a succinct representation of various topics in probability theory and statistics. It provides a comprehensive mathematical reference reduced to its essence, rather than aiming for elaborate explanations.

http://statistics.zone/