Data Mining with R: Learning with Case Studies, 2/e (Hardcover)
暫譯: 使用 R 進行資料探勘:案例研究學習(第二版,精裝本)
Luis Torgo
- 出版商: CRC
- 出版日期: 2016-10-15
- 售價: $3,950
- 貴賓價: 9.5 折 $3,753
- 語言: 英文
- 頁數: 446
- 裝訂: Hardcover
- ISBN: 1482234890
- ISBN-13: 9781482234893
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相關分類:
R 語言、Data-mining
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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 進行資料探勘:案例研究學習(第二版)》使用實際範例來說明 R 和資料探勘的強大功能。這一新版對於暢銷的第一版進行了廣泛的更新,並分為兩個部分。第一部分將包含入門材料,包括一個新的章節,提供資料探勘的介紹,以補充已存在的 R 介紹。第二部分包括案例研究,並且新版本對案例研究中的 R 代碼進行了大幅修訂,使其更符合最近出現的 R 套件。
本書不假設讀者對 R 有任何先前的知識。對 R 和資料探勘不熟悉的讀者應該能夠跟隨案例研究,這些案例設計為自成一體,因此讀者可以從文件中的任何地方開始。
本書附帶一組可在書籍網站上免費獲得的 R 原始檔案。這些檔案包含案例研究中使用的所有代碼,並促進了書中所採用的「自助式」方法。
本書旨在為資料分析工具的使用者、研究人員和開發者提供幫助,對於任何有興趣進入 R 和資料探勘「世界」的人來說,都應該是有用的。
**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 NYU Stern 商學院的商業分析碩士課程中教授《R 中的資料探勘》。作為一名活躍的機器學習和資料探勘研究者,Dr. Torgo 在這一領域已有超過 20 年的經驗,並且是 INESC Porto LA 人工智慧與資料分析實驗室(LIAAD)的研究員。