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SASInstitute A00-274 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: SAS Visual Statistics Cross-Functional Tasks | 22% | - Use interactive group-by functionality - Filter data for modeling - Prepare data using SAS Visual Analytics - Perform model validation |
| Topic 2: Building and Assessing Regression-Type Models | 41% | - Interpret and validate regression model outputs - Explain linear model concepts and assumptions - Perform nonparametric logistic regression modeling - Build generalized additive models - Evaluate linear regression model results - Perform linear regression modeling |
| Topic 3: Model Comparison and Scoring | 9% | - Apply models to score new data - Interpret scoring results - Compare multiple models using appropriate metrics |
| Topic 4: Building and Assessing Segmentation Models | 28% | - Interpret and analyze cluster results - Supervised segmentation using decision trees - Unsupervised segmentation using cluster analysis - Assess and interpret decision tree performance |
