Data science & big data analytics: discovering, analyzing, visualizing and presenting data (Record no. 30744)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02697cam a22004457i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 18238704 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20230202080404.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 140723s2015 inua b 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| LC control number | 2014946681 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781118876138 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)ocn903483226 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | 111 |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | lccopycat |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA76.9.D343 |
| Item number | D382 2015 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 |
| Edition number | 22 |
| 245 00 - TITLE STATEMENT | |
| Title | Data science & big data analytics: discovering, analyzing, visualizing and presenting data |
| Statement of responsibility, etc. | EMC Education Services ; key contributors David Dietrich, Barry Heller, Beibei Yang. |
| 246 3# - VARYING FORM OF TITLE | |
| Title proper/short title | Data science and big data analytics |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Indianapolis, IN : |
| Name of producer, publisher, distributor, manufacturer | Wiley, |
| Date of production, publication, distribution, manufacture, or copyright notice | [2015] |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2015 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xviii, 410 pages : |
| Other physical details | illustrations (some color) ; |
| Dimensions | 25 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. note | Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. Introduction to big data analytics -- 2. Data analytics lifecycle -- 3. Review of basic data analytic methods using R -- 4. Advanced analytical theory and methods: clustering -- 5. Advanced analytical theory and methods: association rules -- 6. Advanced analytical theory and methods: regression -- 7. Advanced analytical theory and methods: classification -- 8. Advanced analytical theory and methods: time series analysis -- 9. Advanced analytical theory and methods: text analysis -- 10. Advanced analytics, technology and tools: MapReduce and Hadoop -- 11. Advanced analytics, technology and tools: in-database analytics -- 12. The endgame, or putting it all together. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book is about harnessing the power of data for new insights. The book covers the breadth of activities, methods, and tools that data scientists use. The content focuses on concepts, principles and practical applications that are relevant to any industry and technology environment.-- |
| Assigning source | From publisher's description. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data mining. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Big data. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Quantitative research. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Dietrich, David |
| Titles and other words associated with a name | (Computer scientist), |
| Relator term | contributor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Heller, Barry, |
| Relator term | contributor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Yang, Beibei, |
| Relator term | contributor. |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | EMC Education Services. |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Contributor biographical information |
| Uniform Resource Identifier | <a href="https://www.loc.gov/catdir/enhancements/fy1617/2014946681-b.html">https://www.loc.gov/catdir/enhancements/fy1617/2014946681-b.html</a> |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Publisher description |
| Uniform Resource Identifier | <a href="https://www.loc.gov/catdir/enhancements/fy1617/2014946681-d.html">https://www.loc.gov/catdir/enhancements/fy1617/2014946681-d.html</a> |
| 856 41 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Table of contents only |
| Uniform Resource Identifier | <a href="https://www.loc.gov/catdir/enhancements/fy1617/2014946681-t.html">https://www.loc.gov/catdir/enhancements/fy1617/2014946681-t.html</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Suppress in OPAC | No |
No items available.