01576cam a22002655a 4500 12300717 20161123180725.0 141030t2014 njua frb 001 0 eng d 9780470908747 CtWfDGI eng CtWfDGI EG-ScBUE 006.312 22 LAR Larose, Daniel T. Discovering knowledge in data : an introduction to data mining, second edition / Daniel T. Larose, Chantal D. Larose. 2nd ed. Hoboken : John Wiley & Sons : IEEE Computer Society, c.2014. xviii, 316 p. : ill. ; 24 cm. Wiley series on methods and applications in data mining Includes bibliographical references and index. This book provides the tools needed to thrive in today's big data world. The author demonstrates how to leverage a company's existing databases to increase profits and market share, and carefully explains the most current data science methods and techniques. The reader will "learn data mining by doing data mining". By adding chapters on data modelling preparation, imputation of missing data, and multivariate statistical analysis, the second edition remains the eminent reference on data mining. It offers an appendix on data summarization and visualization as well as extensive coverage of the R statistical programming language as well as 280 end-of-chapter exercises. -- Data mining. BUEsh 27695 BUEsh COMSCI November2016 Larose, Chantal D. ddc 23298 23270 0 0 ddc 0 0 Baccah MAIN MAIN LOW 2016-11-23 Purchase 719.50 2000088 0 006.312 LAR 000034958 2025-07-15 00:00:00 899.38 BB