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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Experimentation & Incremental Response Models | 20% | - Relate design terminology to business contexts - Explain experimental design concepts - Use Incremental Response node in SAS Enterprise Miner - Use incremental response models to identify responsive cases |
| Topic 2: Time Series | 30% | - Identify time series characteristics and components - Fit and interpret exponential smoothing models - Fit and interpret unobserved components models - Fit and interpret ARIMAX models |
| Topic 3: Text Analytics | 30% | - Parse and quantify text - Perform predictive modeling on text data - Create data sources for text mining - Import data into SAS Text Analytics - Use High-Performance Text Miner |
| Topic 4: Optimization | 20% | - Optimize nonlinear programs - Optimize linear programs |
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