Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management, 3/e (Paperback)
暫譯: 數據挖掘技術:行銷、銷售與客戶關係管理,第3版(平裝本)

Gordon S. Linoff, Michael J. A. Berry

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商品描述

The leading introductory book on data mining, fully updated and revised!

When Berry and Linoff wrote the first edition of Data Mining Techniques in the late 1990s, data mining was just starting to move out of the lab and into the office and has since grown to become an indispensable tool of modern business. This new edition—more than 50% new and revised— is a significant update from the previous one, and shows you how to harness the newest data mining methods and techniques to solve common business problems. The duo of unparalleled authors share invaluable advice for improving response rates to direct marketing campaigns, identifying new customer segments, and estimating credit risk. In addition, they cover more advanced topics such as preparing data for analysis and creating the necessary infrastructure for data mining at your company. 

  • Features significant updates since the previous edition and updates you on best practices for using data mining methods and techniques for solving common business problems
  • Covers a new data mining technique in every chapter along with clear, concise explanations on how to apply each technique immediately
  • Touches on core data mining techniques, including decision trees, neural networks, collaborative filtering, association rules, link analysis, survival analysis, and more
  • Provides best practices for performing data mining using simple tools such as Excel

Data Mining Techniques, Third Edition covers a new data mining technique with each successive chapter and then demonstrates how you can apply that technique for improved marketing, sales, and customer support to get immediate results.

商品描述(中文翻譯)

資料探勘的領導性入門書籍,全面更新與修訂!

當 Berry 和 Linoff 在1990年代末撰寫《Data Mining Techniques》的第一版時,資料探勘剛開始從實驗室走入辦公室,並且隨著時間的推移,已成為現代商業中不可或缺的工具。這一新版—超過50%為全新和修訂內容—是對前一版的重要更新,並向您展示如何利用最新的資料探勘方法和技術來解決常見的商業問題。這對無與倫比的作者組合分享了改善直接行銷活動回應率、識別新客戶群體和評估信用風險的寶貴建議。此外,他們還涵蓋了更高級的主題,例如為分析準備資料和為您公司的資料探勘創建必要的基礎設施。

- 自前一版以來的重大更新,並更新您有關使用資料探勘方法和技術解決常見商業問題的最佳實踐
- 每一章都涵蓋一種新的資料探勘技術,並提供清晰、簡明的解釋,說明如何立即應用每種技術
- 涉及核心資料探勘技術,包括決策樹、神經網絡、協同過濾、關聯規則、鏈接分析、生存分析等
- 提供使用簡單工具(如 Excel)進行資料探勘的最佳實踐

《Data Mining Techniques, Third Edition》每一章都涵蓋一種新的資料探勘技術,然後演示如何應用該技術以改善行銷、銷售和客戶支持,從而獲得即時結果。

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