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