Making sense of data I : (Record no. 21267)

MARC details
000 -LEADER
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001 - CONTROL NUMBER
control field ocn875056210
003 - CONTROL NUMBER IDENTIFIER
control field OCoLC
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220701010942.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
fixed length control field m o d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 140327s2014 nju ob 001 0 eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2014012428
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Description conventions rda
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Transcribing agency DLC
Modifying agency YDX
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-- B24X7
019 ## -
-- 891187277
-- 908035833
-- 961613294
-- 962664412
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781118422014
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1118422015
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781118422106
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1118422104
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9781118407417
Qualifying information (cloth)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9781118422007
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 1118422007
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 1118407415
029 1# - (OCLC)
OCLC library identifier CHBIS
System control number 010442102
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OCLC library identifier CHNEW
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OCLC library identifier CHNEW
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OCLC library identifier CHVBK
System control number 33408735X
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OCLC library identifier DEBSZ
System control number 417232829
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OCLC library identifier NLGGC
System control number 377369527
029 1# - (OCLC)
OCLC library identifier NZ1
System control number 15753441
029 1# - (OCLC)
OCLC library identifier NZ1
System control number 15906972
029 1# - (OCLC)
OCLC library identifier DEBBG
System control number BV042182598
029 1# - (OCLC)
OCLC library identifier DEBBG
System control number BV043610584
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OCLC library identifier DEBBG
System control number BV043396641
029 1# - (OCLC)
OCLC library identifier CHVBK
System control number 374470006
029 1# - (OCLC)
OCLC library identifier CHNEW
System control number 000888083
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)875056210
Canceled/invalid control number (OCoLC)891187277
-- (OCoLC)908035833
-- (OCoLC)961613294
-- (OCoLC)962664412
037 ## - SOURCE OF ACQUISITION
Stock number CL0500000478
Source of stock number/acquisition Safari Books Online
037 ## - SOURCE OF ACQUISITION
Stock number 7CA56F4C-E430-40E3-A9DC-CD295FAD6E5D
Source of stock number/acquisition OverDrive, Inc.
Note http://www.overdrive.com
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA276
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM
Subject category code subdivision 000000
Source bisacsh
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3/12
Edition number 23
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Myatt, Glenn J.,
Dates associated with a name 1969-
240 10 - UNIFORM TITLE
Uniform title <a href="Making sense of data">Making sense of data</a>
245 10 - TITLE STATEMENT
Title Making sense of data I :
Remainder of title a practical guide to exploratory data analysis and data mining /
Statement of responsibility, etc Glenn J. Myatt, Wayne P. Johnson.
250 ## - EDITION STATEMENT
Edition statement Second edition.
264 #1 -
-- Hoboken, New Jersey :
-- John Wiley & Sons, Inc.,
-- [2014]
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource.
336 ## -
-- text
-- txt
-- rdacontent
337 ## -
-- computer
-- c
-- rdamedia
338 ## -
-- online resource
-- cr
-- rdacarrier
500 ## - GENERAL NOTE
General note Revised editon of: Making sense of data. c2007.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
588 0# -
-- Print version record and CIP data provided by publisher.
520 ## - SUMMARY, ETC.
Summary, etc "A proven go-to guide for data analysis, Making Sense of Data I: A Practical Guide to Exploratory Data Analysis and Data Mining, Second Edition focuses on basic data analysis approaches that are necessary to make timely and accurate decisions in a diverse range of projects. Based on the authors' practical experience in implementing data analysis and data mining, the new edition provides clear explanations that guide readers from almost every field of study. In order to facilitate the needed steps when handling a data analysis or data mining project, a step-by-step approach aids professionals in carefully analyzing data and implementing results, leading to the development of smarter business decisions." --
-- Portion of summary from book.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Titlepage; Copyright; PREFACE; 1 INTRODUCTION; 1.1 Overview; 1.2 Sources of Data; 1.3 Process for Making Sense of Data; 1.4 Overview of Book; 1.5 Summary; Further Reading; 2 DESCRIBING DATA; 2.1 Overview; 2.2 Observations and Variables; 2.3 Types of Variables; 2.4 Central Tendency; 2.5 Distribution of the Data; 2.6 Confidence Intervals; 2.7 Hypothesis Tests; Exercises; Further Reading; 3 PREPARING DATA TABLES; 3.1 Overview; 3.2 Cleaning the Data; 3.3 Removing Observations and Variables; 3.4 Generating Consistent Scales Across Variables; 3.5 New Frequency Distribution
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 3.6 Converting Text to Numbers3.7 Converting Continuous Data to Categories; 3.8 Combining Variables; 3.9 Generating Groups; 3.10 Preparing Unstructured Data; Exercises; Further Reading; 4 UNDERSTANDING RELATIONSHIPS; 4.1 Overview; 4.2 Visualizing Relationships Between Variables; 4.3 Calculating Metrics About Relationships; Exercises; Further Reading; 5 IDENTIFYING AND UNDERSTANDING GROUPS; 5.1 Overview; 5.2 Clustering; 5.3 Association Rules; 5.4 Learning Decision Trees from Data; Exercises; Further Reading; 6 BUILDING MODELS FROM DATA; 6.1 Overview; 6.2 Linear Regression
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 6.3 Logistic Regression6.4 K-Nearest Neighbors; 6.5 Classification and Regression Trees; 6.6 Other Approaches; Exercises; Further Reading; APPENDIX A ANSWERS TO EXERCISES; APPENDIX B HANDS-ON TUTORIALS; B.1 Tutorial Overview; B.2 Access and Installation; B.3 Software Overview; B.4 Reading in Data; B.5 Preparation Tools; B.6 Tables and Graph Tools; B.7 Statistics Tools; B.8 Grouping Tools; B.9 Models Tools; B.10 Apply Model; B.11 Exercises; BIBLIOGRAPHY; INDEX; END USER LICENSE AGREEMENT
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical statistics.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical statistics.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element COMPUTERS
General subdivision General.
Source of heading or term bisacsh
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining.
Source of heading or term fast
-- (OCoLC)fst00887946
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical statistics.
Source of heading or term fast
-- (OCoLC)fst01012127
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical statistics.
Source of heading or term local
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining.
Source of heading or term local
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
655 #0 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Johnson, Wayne P.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Print version:
Main entry heading Myatt, Glenn J., 1969-
Title Making sense of data I.
Edition Second edition.
Place, publisher, and date of publication Hoboken, New Jersey : John Wiley & Sons, Inc., [2014]
International Standard Book Number 9781118407417
Record control number (DLC) 2014007303
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://dx.doi.org/10.1002/9781118422007">http://dx.doi.org/10.1002/9781118422007</a>
Public note Wiley Online Library
994 ## -
-- 92
-- DG1

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