Machine Learning Fundamentals

Language: English

Published by Cambridge University Press, 2022

1108940021 / 9781108940023

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - This lucid, accessible introduction to supervised machine learning presents core concepts in a focused and logical way that is easy for beginners to follow. The author assumes basic calculus, linear algebra, probability and statistics but no prior exposure to machine learning. Coverage includes widely used traditional methods such as SVMs, boosted trees, HMMs, and LDAs, plus popular deep learning methods such as convolution neural nets, attention, transformers, and GANs. Organized in a coherent presentation framework that emphasizes the big picture, the text introduces each method clearly and concisely 'from scratch' based on the fundamentals. All methods and algorithms are described by a clean and consistent style, with a minimum of unnecessary detail. Numerous case studies and concrete examples demonstrate how the methods can be applied in a variety of contexts.

Seller Inventory # 9781108940023

Title
Machine Learning Fundamentals
Author
Hui Jiang
Publisher
Cambridge University Press
Publication year
2022
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1108940021
ISBN 13
9781108940023
Item weight
900 grams
Dimensions
254x203x23 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

Item5 to 7 business days7 to 10 business days
First itemUS$ 35.38US$ 35.38
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