Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying thei

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simp

Summary Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Tras

A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms. This book is a general introduction to machin

An accessible introduction and essential reference for an approach to machine learning that creates highly accurate prediction rules by combining many weak and