Fundamentals of machine learning for predictive data analytics : (Record no. 43975)

MARC details
000 -LEADER
fixed length control field 00944cam a2200205 i 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9780262029445 (hardcover : alk. paper)
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31
Item number KEL
100 1# - MAIN ENTRY--AUTHOR NAME
Personal name Kelleher, John D.,
245 10 - TITLE STATEMENT
Title Fundamentals of machine learning for predictive data analytics :
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication Cambridge :
Name of publisher The MIT Press ,
Year of publication 2015
300 ## - PHYSICAL DESCRIPTION
Number of Pages xxii, 595 pages :
Other physical details illustrations ;
500 ## - GENERAL NOTE
General note Includes index
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 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.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Machine learning.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Data mining.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Prediction theory.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Mac Namee, Brian,
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name D'Arcy, Aoife,
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Reference Books
Holdings
Collection code Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Full call number Accession Number Koha item type
Reference Main Library Main Library Reference 15/08/2016 Purchased 12365.00 006.31 KEL 015235 Reference Books

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