Discovering Knowledge in Data: An Introduction to Data Mining (Wiley Series on Methods and Applications in Data Mining)

• 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

這本書是高度讚譽且成功的資料挖掘參考書的第二版，全面涵蓋了大數據應用、預測分析和統計分析。新版增加了關於多變量統計、準備建模數據和缺失數據插補的章節，以及有關數據摘要和可視化的附錄。書中詳細介紹了R統計編程語言。書末提供了280個章節結束後的練習題。同時，還有一個附帶網站，提供更多資源給所有讀者使用，並為採用本書的教師提供Powerpoint幻燈片、解答手冊和建議的專案。