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Contents
1 Introduction
2 Tasks and Data Flow
3 Review of Data Mining Modeling Techniques
4 SAS Macros: A Quick Start
5 Data Acquisition and Integration
6 Integrity Checks
8 Sampling and Partitioning
9 Data Transformations
10 Binning and Reduction of Cardinality
11 Treatment of Missing Values
12 Predictive Power and Variable Reduction I
13 Analysis of Nominal and Ordinal Variables
14 Analysis of Continuous Variables
15 Principal Component Analysis (PCA) 2
16 Factor Analysis
17 Predictive Power and Variable Reduction II
18 Putting it All Together
A Listing of SAS Macros
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![]() Add Data Preparation for Data Mining Using SAS, Are you a data mining analyst, who spends up to 80% of your time assuring data quality, then preparing that data for developing and deploying predictive models? And do you find lots of literature on data mining theory and concepts, but when it comes to pr, Data Preparation for Data Mining Using SAS to the inventory that you are selling on WonderClubX
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