Machine Learning Refined: Foundations, Algorithms, and Applications

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9781108480727: Machine Learning Refined: Foundations, Algorithms, and Applications
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Jeremy Watt (author), Reza Borhani (author), Aggelos Konstantinos Katsaggelos (author)
Published by Cambridge University Press 2020-01-09, Cambridge (2020)
ISBN 10: 1108480721 ISBN 13: 9781108480727
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Jeremy Watt, Reza Borhani, Aggelos Katsaggelos
Published by CAMBRIDGE UNIVERSITY PRESS, United Kingdom (2020)
ISBN 10: 1108480721 ISBN 13: 9781108480727
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Book Description CAMBRIDGE UNIVERSITY PRESS, United Kingdom, 2020. Hardback. Condition: New. 2nd Revised edition. Language: English. Brand new Book. With its intuitive yet rigorous approach to machine learning, this text provides students with the fundamental knowledge and practical tools needed to conduct research and build data-driven products. The authors prioritize geometric intuition and algorithmic thinking, and include detail on all the essential mathematical prerequisites, to offer a fresh and accessible way to learn. Practical applications are emphasized, with examples from disciplines including computer vision, natural language processing, economics, neuroscience, recommender systems, physics, and biology. Over 300 color illustrations are included and have been meticulously designed to enable an intuitive grasp of technical concepts, and over 100 in-depth coding exercises (in Python) provide a real understanding of crucial machine learning algorithms. A suite of online resources including sample code, data sets, interactive lecture slides, and a solutions manual are provided online, making this an ideal text both for graduate courses on machine learning and for individual reference and self-study. Seller Inventory # AAA9781108480727

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Watt, Jeremy
ISBN 10: 1108480721 ISBN 13: 9781108480727
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Watt, Jeremy
Published by Cambridge University Press (2020)
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Watt, Jeremy
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Watt, Jeremy
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JEREMY WATT , REZA BORHANI , AGGELOS KATSAGGELOS
ISBN 10: 1108480721 ISBN 13: 9781108480727
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Herb Tandree Philosophy Books
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Book Description 2020. Hardback. Condition: NEW. 9781108480727 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. For all enquiries, please contact Herb Tandree Philosophy Books directly - customer service is our primary goal. Seller Inventory # HTANDREE02158578

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Watt, Jeremy", "Borhani, Reza", "Katsaggelos, Aggelos K."
Published by Cambridge University Press (2020)
ISBN 10: 1108480721 ISBN 13: 9781108480727
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Jeremy Watt
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Book Description Hardcover. Condition: New. 2nd. Hardcover. With its intuitive yet rigorous approach to machine learning, this text provides students with the fundamental knowledge and practical tools needed to conduct research and build data-drive.Shipping may be from multiple locations in the US or from the UK, depending on stock availability. 544 pages. 1.358. Seller Inventory # 9781108480727

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Watt, Jeremy
Published by Cambridge University Press (2020)
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Book Description Cambridge University Press, 2020. Hardcover. Condition: New. Brand New!. Seller Inventory # 1108480721

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