A number of approaches are being defined for statistics and machine learning. These approaches are used for the identification of the process of the system and

Big data and machine learning are driving the Fourth Industrial Revolution. With the age of big data upon us, we risk drowning in a flood of digital data. Big d

An authoritative, up-to-date graduate textbook on machine learning that highlights its historical context and societal impacts Patterns, Predictions, and Action

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

Focuses on mathematical understanding Presentation is self-contained, accessible, and comprehensive Full color throughout Extensive list of exercises and worked