SAS Interactive Model Building and Exploration
Using SAS Visual Statistics 7.4

Exam Content Guide

SAS visual statistics cross-functional tasks - 18%

• Prepare data using SAS Visual Analytics
• Filter data used for a model
• Use interactive group-by

Building and assessing segmentation models - 32%

• Perform unsupervised segmentation using cluster analysis
• Analyze cluster results
• Perform supervised segmentation using decision trees
• Asses decision tree results

Building and assessing regression-type models - 40%

• Explain linear models
• Perform linear regression modeling
• Perform generalized linear regression modeling
• Perform logistic regression modeling
• Assess model results

Model comparison and scoring - 10%

• Compare Models
• Score Models