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Focusing on the practical applications of data mining in business, this book outlines its benefits, processes, and typical applications. It guides readers through problem identification, data management, and modeling tools, using widely available free software. The primary tool demonstrated is KNIME for its user-friendliness, while R is highlighted for its power in commercial settings. Additionally, WEKA is discussed for academic use, despite its limitations in commercial contexts. The book emphasizes hands-on learning with real business data sets.
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Data Mining Models, Second Edition, David L. Olson
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- 2018
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