Fundamentals of Machine Learning by Thomas Trappenberg
Requirements: .ePUB reader, 11 MB
Overview: Interest in machine learning is exploding worldwide, both in research and for industrial applications. Machine learning is fast becoming a fundamental part of everyday life.
This book is a brief introduction to this area – exploring its importance in a range of many disciplines, from science to engineering, and even its broader impact on our society. The book is written in a style that strikes a balance between brevity of explanation, rigorous mathematical argument, and outlines principle ideas. At the same time, it provides a comprehensive overview of a variety of methods and their application within this field. This includes an introduction to Bayesian approaches to modeling, as well as deep learning.
Genre: Non-Fiction > Tech & Devices
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