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Machine Learning by Peter University of Bristol Flach NEW Paperback softback

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Last updated on May 12, 2024 04:18:15 SGTView all revisionsView all revisions

Item specifics

Condition
Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
Title
Machine Learning
Weight
1052
EAN
9781107422223
ISBN-10
1107422221
Date of Publication
20120920
Place of Publication
United Kingdom
Book Series
N/A
Genre
UMB|UYQM
Narrative Type
N/A
Features
N/A
Intended Audience
N/A
Ex Libris
No
Editor
N/A
Edition
N/A
Pagination
409 Pages, Worked Examples Or Exercises; 15 Tables, Black And Whi
Dimensions
246 X 189 X 20
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

About this product

Product Information

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

Business seller information

Value Added Tax Number:
  • GB 160565025
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*this not a paperback as described but a 2024 Callander. A good noe but not a paperback book