R and Data Mining: Examples and Case Studies (Hardcover)
暫譯: R 與資料探勘：範例與案例研究 (精裝版)

Yanchang Zhao

R and Data Mining: Examples and Case Studies (Hardcover)

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商品描述

This book introduces using R for data mining. Data mining techniques are widely used in government agencies, banks, insurance, retail, telecom, medicine and research. Recently, there is an increasing tendency to do data mining with R, a free software environment for statistical computing and graphics. According to a poll by KDnuggets.com in early 2011, R is the 2nd popular tool for data mining work. By introducing using R for data mining, this book will have a broad audience from both academia and industry. It targets researchers in the field of data mining, postgraduate students who are interested in data mining, and data miners and analysts from industry. For example, many universities have courses on data mining, and the proposed book will be a useful reference for students learning data mining in those courses. There are also many training courses on data mining in industry, such as training by SAS and IBM on data mining. The book will be of interest to the course learners as well.

  • Presents an introduction into using R for data mining applications, covering most popular data mining techniques
  • Provides code examples and data so that readers can easily learn the techniques
  • Features case studies in real-world applications to help readers apply the techniques in their work

商品描述(中文翻譯)

這本書介紹了如何使用 R 進行資料探勘。資料探勘技術在政府機構、銀行、保險、零售、電信、醫療和研究等領域被廣泛應用。最近，使用 R 進行資料探勘的趨勢日益增加，R 是一個免費的統計計算和圖形繪製軟體環境。根據 KDnuggets.com 在 2011 年初的調查，R 是第二受歡迎的資料探勘工具。透過介紹如何使用 R 進行資料探勘，這本書將吸引來自學術界和業界的廣泛讀者。它的目標讀者包括資料探勘領域的研究人員、對資料探勘感興趣的研究生，以及來自業界的資料探勘人員和分析師。例如，許多大學都有資料探勘的課程，而這本書將成為這些課程中學習資料探勘的學生的有用參考資料。業界也有許多資料探勘的訓練課程，例如 SAS 和 IBM 提供的資料探勘訓練。這本書對於課程學習者也將具有吸引力。

- 提供使用 R 進行資料探勘應用的介紹，涵蓋最受歡迎的資料探勘技術
- 提供程式碼範例和數據，讓讀者能夠輕鬆學習這些技術
- 特別包含真實應用案例研究，幫助讀者在工作中應用這些技術

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