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Data Mining with SPSS Modeler Theory Exercises and Solutions 1st edition by Tilo Wendler, Sören Gröttrup – Ebook PDF Instant Download/Delivery: 9783319287096, 3319287095
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ISBN 10: 3319287095
ISBN 13: 9783319287096
Author: Tilo Wendler, Sören Gröttrup
Data Mining with SPSS Modeler
Theory, Exercises and Solutions
Introducing the IBM SPSS Modeler, this book guides readers through data mining processes and presents relevant statistical methods. There is a special focus on step-by-step tutorials and well-documented examples that help demystify complex mathematical algorithms and computer programs. The variety of exercises and solutions as well as an accompanying website with data sets and SPSS Modeler streams are particularly valuable. 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.
Data Mining with SPSS Modeler Theory Exercises Solutions 1st editionTable of contents:
1. Introduction
2. Basic Functions of the SPSS Modeler
3. Univariate Statistics
4. Multivariate Statistics
5. Regression Models
6. Factor Analysis
7. Cluster Analysis
8. Classification Models
9. Using R with the Modeler
10. Appendix
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