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Machine Learning Refined : Foundations, Algorithms, and Applications by  Watt, Jeremy

Machine Learning Refined : Foundations, Algorithms, and Applications by Watt, Jeremy

Machine Learning Refined : Foundations, Algorithms, and Applications by  Watt,

Machine Learning Refined : Foundations, Algorithms, and Applications by Watt, Jeremy

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  • Hardcover
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ISBN 10
1107123526
ISBN 13
9781107123526
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About This Item

ISBN: 9781107123526

Cambridge University Press, 30 November 2016

Hardback, 298 pages

Description

Providing a unique approach to machine learning, this text contains fresh and intuitive, yet rigorous, descriptions of all fundamental concepts necessary to conduct research, build products, tinker, and play. By prioritizing geometric intuition, algorithmic thinking, and practical real world applications in disciplines including computer vision, natural language processing, economics, neuroscience, recommender systems, physics, and biology, this text provides readers with both a lucid understanding of foundational material as well as the practical tools needed to solve real-world problems. With in-depth Python and MATLAB/OCTAVE-based computational exercises and a complete treatment of cutting edge numerical optimization techniques, this is an essential resource for students and an ideal reference for researchers and practitioners working in machine learning, computer science, electrical engineering, signal processing, and numerical optimization.

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Bookseller
Pentz Booksellers ZA (ZA)
Bookseller's Inventory #
9781107123526
Title
Machine Learning Refined : Foundations, Algorithms, and Applications by Watt, Jeremy
Book Condition
Used
Binding
Hardcover
ISBN 10
1107123526
ISBN 13
9781107123526
Publisher
Cambridge University Press
This edition first published
2016

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