Ebook: Discovering knowledge in data : an introduction to data mining
Author: Daniel T Larose, Chantal D Larose
- Series: Wiley Series on Methods and Applications in Data Mining
- Year: 2014
- Publisher: Wiley
- City: Hoboken (N.J.)
- Edition: 2ed.
- Language: English
- pdf
- 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 with further resources for all readers, and Powerpoint slides, a solutions manual, and suggested projects for instructors who adopt the book
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