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Condition: Like New: A book that has been read, but looks new. The book cover has no visible wear, and the dust ... Like New: A book that has been read, but looks new. The book cover has no visible wear, and the dust jacket (if applicable) is included for hard covers. No missing or damaged pages, no creases or tears, no underlining or highlighting of text, and no writing in the margins. May have no identifying marks on the inside cover. No wear and tear. See the seller’s listing for full details and description of any imperfections. See all condition definitionsopens in a new window or tab

ISBN: 9781107422223

Publication Year: 2012

Type: Textbook

Format: Paperback

Language: English

Publication Name: Machine Learning: the Art and Science of Algorithms That Make Sense of Data

Item Height: 246mm

Author: Peter Flach

Publisher: Cambridge University Press

Item Width: 190mm

Subject: Computer Science

Item Weight: 880g

Number of Pages: 409 Pages

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As one of the most comprehensive machine learning texts around, this book does justice to the field's incredible richness, but without losing sight of the unifying principles. Peter Flach's clear, example-based approach begins by discussing how a spam filter works, which gives an immediate introduction to machine learning in action, with a minimum of technical fuss. Flach provides case studies of increasing complexity and variety with well-chosen examples and illustrations throughout. He covers a wide range of logical, geometric and statistical models and state-of-the-art topics such as matrix factorisation and ROC analysis. Particular attention is paid to the central role played by features. The use of established terminology is balanced with the introduction of new and useful concepts, and summaries of relevant background material are provided with pointers for revision if necessary. These features ensure Machine Learning will set a new standard as an introductory textbook.

Product Identifiers

Publisher

Cambridge University Press

ISBN-13

9781107422223

eBay Product ID (ePID)

117371469

Product Key Features

Author

Peter Flach

Publication Name

Machine Learning: the Art and Science of Algorithms That Make Sense of Data

Format

Paperback

Language

English

Subject

Computer Science

Publication Year

2012

Type

Textbook

Number of Pages

409 Pages

Dimensions

Item Height

246mm

Item Width

190mm

Item Weight

880g

Additional Product Features

Title_Author

Peter Flach

Country/Region of Manufacture

United Kingdom

Item description from the seller

Seller assumes all responsibility for this listing.

eBay item number:285741840097

Last updated on 06 Apr, 2024 19:26:56 BSTView all revisionsView all revisions

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