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Discovering Knowledge in Data: An Introduction to Data Mining
Hardcover
Series: Wiley Methods and Applications in Data Mining
ISBN13: 9780470908747
Publisher: John Wiley & Sons
Published: Jul 8 2014
Pages: 336
Weight: 1.49
Height: 1.00 Width: 6.10 Depth: 9.30
Language: English
The field of data mining lies at the confluence of predictive analytics, statistical analysis, and business intelligence. Due to the ever-increasing complexity and size of data sets and the wide range of applications in computer science, business, and health care, the process of discovering knowledge in data is more relevant than ever before.
- The second edition of a highly praised, successful reference on data mining, with thorough coverage of big data applications, predictive analytics, and statistical analysis.
- Includes new chapters on Multivariate Statistics, Preparing to Model the Data, and Imputation of Missing Data, and an Appendix on Data Summarization and Visualization
- Offers extensive coverage of the R statistical programming language
- Contains 280 end-of-chapter exercises
- Includes a companion website for university instructors who adopt the book
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