Coverart for item
The Resource Fundamentals of machine learning for predictive data analytics : algorithms, worked examples, and case studies, John D. Kelleher, Brian Mac Namee, Aoife D'Arcy

Fundamentals of machine learning for predictive data analytics : algorithms, worked examples, and case studies, John D. Kelleher, Brian Mac Namee, Aoife D'Arcy

Label
Fundamentals of machine learning for predictive data analytics : algorithms, worked examples, and case studies
Title
Fundamentals of machine learning for predictive data analytics
Title remainder
algorithms, worked examples, and case studies
Statement of responsibility
John D. Kelleher, Brian Mac Namee, Aoife D'Arcy
Creator
Contributor
Subject
Language
eng
Cataloging source
DLC
http://library.link/vocab/creatorDate
1974-
http://library.link/vocab/creatorName
Kelleher, John D.
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
  • 1978-
  • 1978-
http://library.link/vocab/relatedWorkOrContributorName
  • Mac Namee, Brian
  • D'Arcy, Aoife
http://library.link/vocab/subjectName
  • Machine learning
  • Data mining
  • Prediction theory
Label
Fundamentals of machine learning for predictive data analytics : algorithms, worked examples, and case studies, John D. Kelleher, Brian Mac Namee, Aoife D'Arcy
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages [557]-563) 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
Contents
Machine learning for predictive data analytics -- Data to insights to decisions -- Data exploration -- Information-based learning -- Similarity-based learning -- Probability-based learning -- Error-based learning -- Evaluation -- Case study : customer churn -- Case study : galaxy classification -- The art of machine learning for predictive data analytics
Control code
ocn897510689
Dimensions
24 cm
Extent
xxii, 595 pages
Isbn
9780262029445
Isbn Type
(hardcover)
Lccn
2014046123
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
(OCoLC)897510689
Label
Fundamentals of machine learning for predictive data analytics : algorithms, worked examples, and case studies, John D. Kelleher, Brian Mac Namee, Aoife D'Arcy
Publication
Bibliography note
Includes bibliographical references (pages [557]-563) 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
Contents
Machine learning for predictive data analytics -- Data to insights to decisions -- Data exploration -- Information-based learning -- Similarity-based learning -- Probability-based learning -- Error-based learning -- Evaluation -- Case study : customer churn -- Case study : galaxy classification -- The art of machine learning for predictive data analytics
Control code
ocn897510689
Dimensions
24 cm
Extent
xxii, 595 pages
Isbn
9780262029445
Isbn Type
(hardcover)
Lccn
2014046123
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
(OCoLC)897510689

Library Locations

    • ManawatÅ« LibraryBorrow it
      Tennent Drive, Palmerston North, Palmerston North, 4472, NZ
      -40.385340 175.617349
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