Normal view MARC view ISBD view

Data mining for business analytics : (Record no. 2437)

000 -LEADER
fixed length control field	04552cam a2200673 i 4500
001 - CONTROL NUMBER
control field	u12551
003 - CONTROL NUMBER IDENTIFIER
control field	SA-PMU
005 - DATE AND TIME OF LATEST TRANSACTION
control field	20210418123306.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field	160114s2017 nju 001 0 eng c
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number	2015048305
040 ## - CATALOGING SOURCE
Original cataloging agency	WaSeSS/DLC
Language of cataloging	eng
Description conventions	rda
Transcribing agency	DLC
Modifying agency	OCLCF
--	YDXCP
--	MYG
--	I3U
--	BTCTA
--	BDX
--	CHVBK
--	YDX
019 ## -
--	913923771
--	914218233
--	973768767
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	9781118877432 (cloth)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	1118877438 (cloth)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN	9781118877524 (epub)
035 ## - SYSTEM CONTROL NUMBER
System control number	(OCoLC)939596191
Canceled/invalid control number	(OCoLC)913923771
--	(OCoLC)914218233
--	(OCoLC)973768767
042 ## - AUTHENTICATION CODE
Authentication code	pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number	HF5691
Item number	.S43245 2017
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number	006.3/12
Edition number	23
029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC)
OCLC library identifier	AU@
System control number	000057129962
029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC)
OCLC library identifier	CHNEW
System control number	000854130
029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC)
OCLC library identifier	CHVBK
System control number	365605824
029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC)
OCLC library identifier	CHVBK
System control number	43907682X
029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC)
OCLC library identifier	CHDSB
System control number	006678549
029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC)
OCLC library identifier	CHVBK
System control number	484447750
029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC)
OCLC library identifier	CHBIS
System control number	010636962
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name	Shmueli, Galit,
Dates associated with a name	1971-
Relator term	author.
245 10 - TITLE STATEMENT
Title	Data mining for business analytics :
Remainder of title	concepts, techniques, and applications in JMP Pro /
Statement of responsibility, etc.	Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture	Hoboken, New Jersey :
Name of producer, publisher, distributor, manufacturer	Wiley,
Date of production, publication, distribution, manufacture, or copyright notice	2017.
300 ## - PHYSICAL DESCRIPTION
Extent	xxii, 442 pages ;
Dimensions	27 cm
336 ## - CONTENT TYPE
Content type term	text
Source	rdacontent
337 ## - MEDIA TYPE
Media type term	unmediated
Source	rdamedia
338 ## - CARRIER TYPE
Carrier type term	volume
Source	rdacarrier
500 ## - GENERAL NOTE
General note	Includes index.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note	Includes bibliographical references and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note	Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating predictive performance -- Multiple linear regression -- K-nearest neighbors (kNN) -- The naive Bayes classifier -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Combining methods : ensembles and uplift modeling -- Cluster analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Cases.
520 ## - SUMMARY, ETC.
Summary, etc.	Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro® presents an applied and interactive approach to data mining. Featuring hands-on applications with JMP Pro®, a statistical package from the SAS Institute, the book uses engaging, real-world examples to build a theoretical and practical understanding of key data mining methods, especially predictive models for classification and prediction. Topics include data visualization, dimension reduction techniques, clustering, linear and logistic regression, classification and regression trees, discriminant analysis, naive Bayes, neural networks, uplift modeling, ensemble models, and time series forecasting. Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro® also includes: Detailed summaries that supply an outline of key topics at the beginning of each chapter; End-of-chapter examples and exercises that allow readers to expand their comprehension of the presented material; Data-rich case studies to illustrate various applications of data mining techniques; A companion website with over two dozen data sets, exercises and case study solutions, and slides for instructors. Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro® is an excellent textbook for advanced undergraduate and graduate-level courses on data mining, predictive analytics, and business analytics. The book is also a one-of-a-kind resource for data scientists, analysts, researchers, and practitioners working with analytics in the fields of management, finance, marketing, information technology, healthcare, education, and any other data-rich field.--Publisher website.
596 ## -
--	1 2
630 00 - SUBJECT ADDED ENTRY--UNIFORM TITLE
Uniform title	JMP (Computer file)
630 07 - SUBJECT ADDED ENTRY--UNIFORM TITLE
Uniform title	JMP (Computer file)
Source of heading or term	fast
Authority record control number or standard number	(OCoLC)fst01385779
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Business mathematics
General subdivision	Computer programs.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Business
General subdivision	Data processing.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Data mining.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Business
General subdivision	Data processing.
Source of heading or term	fast
Authority record control number or standard number	(OCoLC)fst00842293
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Business mathematics
General subdivision	Computer programs.
Source of heading or term	fast
Authority record control number or standard number	(OCoLC)fst00842783
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Data mining.
Source of heading or term	fast
Authority record control number or standard number	(OCoLC)fst00887946
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Data Mining
Source of heading or term	gnd
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Business Intelligence
Source of heading or term	gnd
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Bruce, Peter C.,
Dates associated with a name	1953-
Relator term	author.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Stephens, Mia L.,
Relator term	author.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Patel, Nitin R.
Fuller form of name	(Nitin Ratilal),
Relator term	author.
938 ## -
--	Brodart
--	BROD
--	119067862
938 ## -
--	Baker and Taylor
--	BTCP
--	BK0017427427
938 ## -
--	Brodart
--	BROD
--	113406452
938 ## -
--	YBP Library Services
--	YANK
--	12529712
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type	Books
994 ## -
--	Z0
--	SUPMU
948 ## - LOCAL PROCESSING INFORMATION (OCLC); SERIES PART DESIGNATOR (RLIN)
h (OCLC)	NO HOLDINGS IN SUPMU - 27 OTHER HOLDINGS

Holdings
Withdrawn status	Lost status	Source of classification or shelving scheme	Damaged status	Not for loan	Home library	Current library	Date acquired	Total Checkouts	Full call number	Barcode	Date last seen	Copy number	Price effective from	Koha item type	Public note
					Female Library	Female Library	04/18/2021		HF5691 .S43245 2017	51952000329923	04/15/2021	1	04/15/2021	Books	STACKS
					Main Library	Main Library	04/18/2021		HF5691 .S43245 2017	51952000329930	04/15/2021	1	04/15/2021	Books	STACKS