MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02100cam a22003257i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
18238704 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
ZET-ke |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20220309020010.0 |
| 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 |
| Qualifying information |
(hbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
111887613X |
| Qualifying information |
(hbk.) |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Transcribing agency |
DLC |
| Modifying agency |
ZET-ke |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
lccopycat |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.9. |
| Item number |
.D34 2015 |
| 245 00 - TITLE STATEMENT |
|---|
| Title |
Data science & big data analytics : |
| Remainder of title |
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 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xviii, 410 pages : |
| Other physical details |
illustrations (some color) ; |
| Dimensions |
25 cm |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
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.-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data mining. |
| 9 (RLIN) |
201 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Big data. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as 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. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Books |
| Call number prefix |
QA76.9 |
| Call number suffix |
.D34 2015 |
| Koha issues (borrowed), all copies |
2 |
