Making sense of data I : (Record no. 64844)
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| 000 -LEADER | |
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| 001 - CONTROL NUMBER | |
| control field | sulb-eb0033192 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | BD-SySUS |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20170713221357.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr ||||||||||| |
| 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 |
| -- | pn |
| Transcribing agency | DLC |
| Modifying agency | YDX |
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| 019 ## - | |
| -- | 891187277 |
| -- | 908035833 |
| -- | 961613294 |
| -- | 962664412 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781118422014 |
| Qualifying information | (electronic bk.) |
| International Standard Book Number | 1118422015 |
| Qualifying information | (electronic bk.) |
| International Standard Book Number | 9781118422106 |
| Qualifying information | (electronic bk.) |
| International Standard Book Number | 1118422104 |
| Qualifying information | (electronic bk.) |
| Canceled/invalid ISBN | 9781118407417 |
| Qualifying information | (cloth) |
| Canceled/invalid ISBN | 9781118422007 |
| Canceled/invalid ISBN | 1118422007 |
| Canceled/invalid ISBN | 1118407415 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | CHBIS |
| System control number | 010442102 |
| OCLC library identifier | CHNEW |
| System control number | 000692193 |
| OCLC library identifier | CHNEW |
| System control number | 000692196 |
| OCLC library identifier | CHVBK |
| System control number | 33408735X |
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| OCLC library identifier | DEBSZ |
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| OCLC library identifier | NLGGC |
| System control number | 377369527 |
| OCLC library identifier | NZ1 |
| System control number | 15753441 |
| OCLC library identifier | NZ1 |
| System control number | 15906972 |
| OCLC library identifier | DEBBG |
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| OCLC library identifier | DEBBG |
| System control number | BV043610584 |
| OCLC library identifier | DEBBG |
| System control number | BV043396641 |
| OCLC library identifier | CHVBK |
| System control number | 374470006 |
| 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 |
| 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 | Making sense of data |
| 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 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Hoboken, New Jersey : |
| Name of producer, publisher, distributor, manufacturer | John Wiley & Sons, Inc., |
| Date of production, publication, distribution, manufacture, or copyright notice | [2014] |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | 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# - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | 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." -- |
| Assigning source | 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 |
| 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 |
| 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. |
| Topical term or geographic name as entry element | Mathematical statistics. |
| Topical term or geographic name as entry element | Mathematical statistics. |
| Topical term or geographic name as entry element | Data mining. |
| Topical term or geographic name as entry element | COMPUTERS |
| General subdivision | General. |
| Source of heading or term | bisacsh |
| Topical term or geographic name as entry element | Data mining. |
| Source of heading or term | fast |
| Authority record control number | (OCoLC)fst00887946 |
| Topical term or geographic name as entry element | Mathematical statistics. |
| Source of heading or term | fast |
| Authority record control number | (OCoLC)fst01012127 |
| Topical term or geographic name as entry element | Mathematical statistics. |
| Source of heading or term | local |
| 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. |
| 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 | |
| Relationship information | 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://onlinelibrary.wiley.com/book/10.1002/9781118422007">http://onlinelibrary.wiley.com/book/10.1002/9781118422007</a> |
| Public note | Wiley Online Library [Free Download only for SUST IP] |
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