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The Resource Machine learning : a concise introduction, Steven W. Knox

Machine learning : a concise introduction, Steven W. Knox

Label
Machine learning : a concise introduction
Title
Machine learning
Title remainder
a concise introduction
Statement of responsibility
Steven W. Knox
Creator
Subject
Language
eng
Summary
Machine Learning: a Concise Introduction offers a comprehensive introduction to the core concepts, approaches, and applications of machine learning. The author -an expert in the field -presents fundamental ideas, terminology, and techniques for solving applied problems in classification, regression, clustering, density estimation, and dimension reduction. The design principles behind the techniques are emphasized, including the bias-variance trade-off and its influence on the design of ensemble methods. Understanding these principles leads to more flexible and successful applications. Machine Learning: a Concise Introduction also includes methods for optimization, risk estimation, and model selection - essential elements of most applied projects. --
Member of
Assigning source
Provided by publisher
http://library.link/vocab/creatorName
Knox, Steven W
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
Series statement
Wiley series in probability and statistics
http://library.link/vocab/subjectName
Machine learning
Label
Machine learning : a concise introduction, Steven W. Knox
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
on1021063500
Dimensions
24 cm.
Extent
xv, 320 pages
Isbn
9781119439196
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
System control number
(OCoLC)1021063500
Label
Machine learning : a concise introduction, Steven W. Knox
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
on1021063500
Dimensions
24 cm.
Extent
xv, 320 pages
Isbn
9781119439196
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
System control number
(OCoLC)1021063500

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