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SASInstitute A00-274 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: SAS visual statistics cross-functional tasks | 22% | - Filter data used for a model - Prepare data using SAS Visual Analytics - Perform model validation - Use interactive group-by |
| Topic 2: Building and assessing segmentation models | 28% | - Analyze cluster results - Perform unsupervised segmentation using cluster analysis - Assess decision tree results - Perform supervised segmentation using decision trees |
| Topic 3: Model comparison and scoring | 9% | - Score models and export score code - Compare models |
| Topic 4: Building and assessing regression-type models | 41% | - Assess model results (Fit statistics, ROC, residuals, predictions) - Perform generalized additive and nonparametric logistic regression - Perform logistic regression modeling - Explain and perform linear and generalized regression modeling |
