Big data, data mining and machine learning value creation for business leaders and practitioners / Jared Dean.
| Author/creator | Dean, Jared, 1978- |
| Format | Electronic |
| Publication Info | Hoboken, New Jersey : John Wiley and Sons, Inc., [2014] |
| Description | 1 online resource. |
| Supplemental Content | Full text available from Ebook Central - Academic Complete |
| Subjects |
| Series | Wiley & SAS business series |
| Abstract | "An expert guide to high performance computing architectures and how they relate to analytics and data miningWith the exponential growth of data comes an ever-increasing need to process and analyze so-called Big Data. High Performance Data Mining and Big Data Analytics provides a comprehensive view of the recent trend toward high performance computing architectures and its natural connection to analytics and data mining. You'll find coverage of topics including: big data, high performance computing for analytics, massively parallel processing (MPP) databases, in-memory analytics, implementation of machine learning algorithms for big data platforms, text analytics, analytics environments, the analytics lifecycle, general applications, as well as a variety of cases. Offers coverage of business analytics, predictive modeling, and fact-based management Includes case studies featuring multinational companies Explores recent trends in high performance computing architectures relating to data mining Filled with case studies, High Performance Data Mining and Big Data Analytics provides a thorough grounding for optimally putting data mining and big data analytics to work for your organization"-- Provided by publisher. |
| General note | Includes index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Source of description | Description based on print version record and CIP data provided by publisher. |
| Issued in other form | Print version: Dean, Jared, 1978- High performance data mining and machine learning Hoboken, New Jersey : John Wiley and Sons, Inc., [2014] 9781118618042 |
| Genre/form | Electronic books. |
| LCCN | 2014009116 |
| ISBN | 9781118920701 (epub) |
| ISBN | 9781118920695 (pdf) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |