Data Mining with R: Learning with Case Studies, 2/e (Hardcover)

Luis Torgo

  • 出版商: CRC
  • 出版日期: 2016-10-15
  • 售價: $4,040
  • 貴賓價: 9.5$3,838
  • 語言: 英文
  • 頁數: 446
  • 裝訂: Hardcover
  • ISBN: 1482234890
  • ISBN-13: 9781482234893
  • 相關分類: R 語言Data-mining
  • 相關翻譯: 數據挖掘與R語言(原書第2版) (簡中版)
  • 海外代購書籍(需單獨結帳)

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商品描述

Data Mining with R: Learning with Case Studies, Second Edition uses practical examples to illustrate the power of R and data mining. Providing an extensive update to the best-selling first edition, this new edition is divided into two parts. The first part will feature introductory material, including a new chapter that provides an introduction to data mining, to complement the already existing introduction to R. The second part includes case studies, and the new edition strongly revises the R code of the case studies making it more up-to-date with recent packages that have emerged in R.

 

The book does not assume any prior knowledge about R. Readers who are new to R and data mining should be able to follow the case studies, and they are designed to be self-contained so the reader can start anywhere in the document.

 

The book is accompanied by a set of freely available R source files that can be obtained at the book’s web site. These files include all the code used in the case studies, and they facilitate the "do-it-yourself" approach followed in the book.

 

Designed for users of data analysis tools, as well as researchers and developers, the book should be useful for anyone interested in entering the "world" of R and data mining.

About the Author

Luís Torgo is an associate professor in the Department of Computer Science at the University of Porto in Portugal. He teaches Data Mining in R in the NYU Stern School of Business’ MS in Business Analytics program. An active researcher in machine learning and data mining for more than 20 years, Dr. Torgo is also a researcher in the Laboratory of Artificial Intelligence and Data Analysis (LIAAD) of INESC Porto LA.

商品描述(中文翻譯)

《使用R進行數據挖掘:以案例研究學習,第二版》利用實際案例來展示R和數據挖掘的強大功能。這本新版書籍對暢銷的第一版進行了廣泛的更新,分為兩個部分。第一部分包含入門材料,其中包括一個新章節,介紹數據挖掘,以補充已有的R介紹。第二部分包括案例研究,新版強化了案例研究的R代碼,使其與R中最新的套件保持同步。

本書不需要讀者具備任何關於R的先備知識。對於新手使用R和數據挖掘的讀者來說,他們應該能夠跟隨案例研究,並且這些案例研究被設計成自包含的,讀者可以從任何地方開始閱讀。

本書附帶一組免費提供的R源代碼文件,可以在書籍的網站上獲得。這些文件包含了案例研究中使用的所有代碼,並且它們促進了本書中所採用的“自己動手做”的方法。

本書針對數據分析工具的使用者、研究人員和開發人員設計,對於任何對進入R和數據挖掘“世界”感興趣的人都應該有所幫助。

關於作者:
Luís Torgo是葡萄牙波爾圖大學計算機科學系的副教授。他在紐約大學斯特恩商學院的商業分析碩士課程中教授“使用R進行數據挖掘”。作為機器學習和數據挖掘領域的活躍研究者,Torgo博士也是波爾圖INESC Porto LA人工智能和數據分析實驗室(LIAAD)的研究員。