Data science & big data analytics discovering, analyzing, visualizing and presenting data / EMC Education Services ; key contributors David Dietrich, Barry Heller, Beibei Yang.
| Format | Electronic |
| Publication Info | Indianapolis, IN : Wiley, [2015] |
| Description | xviii, 410 pages : illustrations (some color) ; 25 cm |
| Supplemental Content | Full text available from Wiley All Obook Complete Set |
| Supplemental Content | Full text available from Ebook Central - Academic Complete |
| Subjects |
| Other author/creator | Dietrich, David (Computer scientist) |
| Other author/creator | Heller, Barry. |
| Other author/creator | Yang, Beibei. |
| Other author/creator | EMC Education Services. |
| Variant title | Data science and big data analytics |
| Contents | 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. |
| Abstract | 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.-- From publisher's description. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2014946681 |
| ISBN | 9781118876138 (hbk.) |
| ISBN | 111887613X (hbk.) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |