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