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