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

Daniel T. Larose, Chantal D. Larose

  • 出版商: Wiley
  • 出版日期: 2014-07-08
  • 售價: $3,470
  • 貴賓價: 9.5$3,297
  • 語言: 英文
  • 頁數: 336
  • 裝訂: Hardcover
  • ISBN: 0470908742
  • ISBN-13: 9780470908747
  • 相關分類: Data-mining
  • 海外代購書籍(需單獨結帳)

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商品描述

  • 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

商品描述(中文翻譯)

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。