Data Mining with SPSS Modeler Theory, Exercises and Solutions 2021 Original pdf

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AUTHORS: Tilo Wendler Sören Gröttrup

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Data Mining with SPSS Modeler Theory, Exercises and Solutions 2021 Original pdf

Now in its second edition, this textbook introduces readers to the IBM SPSS Modeler and guides them through data mining processes and relevant statistical methods. Focusing on step-by-step tutorials and well-documented examples that help demystify complex mathematical algorithms and computer programs, it also features a variety of exercises and solutions, as well as an accompanying website with data sets and SPSS Modeler streams. While intended for students, the simplicity of the Modeler makes the book useful for anyone wishing to learn about basic and more advanced data mining, and put this knowledge into practice. This revised and updated second edition includes a new chapter on imbalanced data and resampling techniques as well as an extensive case study on the cross-industry standard process for data mining.

AUTHORS: Tilo Wendler Sören Gröttrup

PAGES: 1274

YEAR: 2021

PUBLICATION: Springer, Cham

LANGUAGE: English

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