Fundamentals of machine learning for predictive data analytics : (Record no. 28238)

MARC details
000 -LEADER
fixed length control field 01592cam a22003375i 4500
001 - CONTROL NUMBER
control field 18391187
003 - CONTROL NUMBER IDENTIFIER
control field EG-ScBUE
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200305142252.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 141201t20152015maua f b 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780262029445 (hardcover : alk. paper)
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Description conventions rda
Transcribing agency DLC
Modifying agency DLC
-- EG-ScBUE
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31
Item number KEL
Edition number 22
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Kelleher, John D.,
Dates associated with a name 1974-
245 10 - TITLE STATEMENT
Title Fundamentals of machine learning for predictive data analytics :
Remainder of title algorithms, worked examples, and case studies /
Statement of responsibility, etc John D. Kelleher, Brian Mac Namee, Aoife D'Arcy.
264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Cambridge, Massachusetts :
Name of publisher, distributor, etc Massachusetts Institute of Technology Press (MIT),
Date of publication, distribution, etc [2015]
264 #4 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Date of publication, distribution, etc c2015
300 ## - PHYSICAL DESCRIPTION
Extent xxii, 595 pages :
Other physical details illustrations ;
Dimensions 24 cm
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term unmediated
Media type code n
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term volume
Carrier type code nc
Source rdacarrier
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and 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 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning.
Source of heading or term BUEsh
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining.
Source of heading or term BUEsh
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Prediction theory.
Source of heading or term BUEsh
9 (RLIN) 40925
653 ## - INDEX TERM--UNCONTROLLED
Resource For college Informatics and Computer Science
Arrived date list March2020
655 ## - INDEX TERM--GENRE/FORM
Form subdivision Reading book
9 (RLIN) 34232
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Mac Namee, Brian,
Dates associated with a name 1978-
Relator term author.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name D'Arcy, Aoife,
Dates associated with a name 1978-
Relator term author.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Book - Borrowing
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Source of acquisition Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Baccah Central Library Central Library Lower Floor 05/03/2020 Purchase   006.31 KEL 000048897 15/07/2025 05/03/2020 Book - Borrowing

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