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