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Introduction to Statistical Machine Learning

Introduction to Statistical Machine Learning

Paperback

General ComputersProbability & Statistics

PREORDER - Expected ship date June 1, 2027

ISBN10: 0443300321
ISBN13: 9780443300325
Publisher: Morgan Kaufmann Publishers
Published: Jun 1 2027
Pages: 650
Weight: 0.99
Language: English
Introduction to Statistical Machine Learning, Second Edition provides a general introduction to the fundamental concepts of statistics and probability that are used in describing machine learning algorithms, covering the two major approaches of machine learning techniques, generative methods and discriminative methods. The algorithms developed in the book include Python program code to provide readers with the necessary, practical skills needed to accomplish a wide range of data analysis tasks. The new edition also includes an all-new section on Deep Learning.

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Probability & Statistics