RapidMiner : Data Mining Use Cases and Business Analytics Applications (Hardcover)

Markus Hofmann , Ralf Klinkenberg

RapidMiner : Data Mining Use Cases and Business Analytics Applications (Hardcover)
  • 出版商: CRC
  • 出版日期: 2013-10-25
  • 售價: $1,650
  • 貴賓價: 9.8 折 $1,617
  • 語言: 英文
  • 頁數: 525
  • 裝訂: Hardcover
  • ISBN: 1482205491
  • ISBN-13: 9781482205497
  • 相關分類: Data-mining

    • 下單後立即進貨 (約5~7天)

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商品描述

Powerful, Flexible Tools for a Data-Driven World
As the data deluge continues in today’s world, the need to master data mining, predictive analytics, and business analytics has never been greater. These techniques and tools provide unprecedented insights into data, enabling better decision making and forecasting, and ultimately the solution of increasingly complex problems.

Learn from the Creators of the RapidMiner Software
Written by leaders in the data mining community, including the developers of the RapidMiner software, RapidMiner: Data Mining Use Cases and Business Analytics Applications provides an in-depth introduction to the application of data mining and business analytics techniques and tools in scientific research, medicine, industry, commerce, and diverse other sectors. It presents the most powerful and flexible open source software solutions: RapidMiner and RapidAnalytics. The software and their extensions can be freely downloaded at www.RapidMiner.com.

Understand Each Stage of the Data Mining Process
The book and software tools cover all relevant steps of the data mining process, from data loading, transformation, integration, aggregation, and visualization to automated feature selection, automated parameter and process optimization, and integration with other tools, such as R packages or your IT infrastructure via web services. The book and software also extensively discuss the analysis of unstructured data, including text and image mining.

Easily Implement Analytics Approaches Using RapidMiner and RapidAnalytics
Each chapter describes an application, how to approach it with data mining methods, and how to implement it with RapidMiner and RapidAnalytics. These application-oriented chapters give you not only the necessary analytics to solve problems and tasks, but also reproducible, step-by-step descriptions of using RapidMiner and RapidAnalytics. The case studies serve as blueprints for your own data mining applications, enabling you to effectively solve similar problems.

商品描述(中文翻譯)

強大、靈活的工具，適用於數據驅動的世界
隨著今天世界上數據洪流的持續增長，掌握數據挖掘、預測分析和商業分析的需求變得前所未有的重要。這些技術和工具為數據提供了前所未有的洞察力，使更好的決策和預測成為可能，最終解決日益複雜的問題。

從RapidMiner軟體的創作者那裡學習
《RapidMiner: 數據挖掘應用案例和商業分析應用》是由數據挖掘社區的領導者撰寫的，其中包括RapidMiner軟體的開發人員。該書深入介紹了數據挖掘和商業分析技術和工具在科學研究、醫學、工業、商業和其他各個領域的應用。它介紹了最強大和靈活的開源軟體解決方案：RapidMiner和RapidAnalytics。這些軟體及其擴展可以在www.RapidMiner.com免費下載。

了解數據挖掘過程的每個階段
該書和軟體工具涵蓋了數據挖掘過程的所有相關步驟，從數據加載、轉換、整合、聚合和可視化到自動特徵選擇、自動參數和流程優化，以及與其他工具（如R套件）或您的IT基礎設施通過Web服務的整合。該書和軟體還廣泛討論了非結構化數據的分析，包括文本和圖像挖掘。

使用RapidMiner和RapidAnalytics輕鬆實施分析方法
每一章描述了一個應用案例，介紹如何使用數據挖掘方法來處理它，以及如何使用RapidMiner和RapidAnalytics來實施它。這些以應用為導向的章節不僅提供了解決問題和任務所需的必要分析方法，還提供了使用RapidMiner和RapidAnalytics的可重複、逐步描述。這些案例研究為您自己的數據挖掘應用提供了藍圖，使您能夠有效地解決類似的問題。

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