SAS Interactive Model Building using SAS Visual Statistics 7.5

Below we provide a list of the objectives that will be tested on the exam.
For more specific details about each objective download the complete 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

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