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SASInstitute A00-407 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Hierarchical Forecasting | 15-20% | - Perform forecast reconciliation - Generate hierarchical forecasts - Define and structure data hierarchies - Manage hierarchical constraints |
| Pipeline Modeling | 25-30% | - Build and configure forecasting pipelines - Evaluate model performance and accuracy - Select and compare forecasting models - Refine and optimize pipeline settings |
| Optimization | 25-30% | - Apply optimization to business scenarios - Formulate optimization problems - Solve linear and mixed-integer optimization models - Interpret and implement optimization results - Define objective functions and constraints |
| Post-Forecasting Functionality | 10-15% | - Adjust forecasts based on business context - Export and share forecast outputs - Apply manual forecast overrides - Analyze forecast results and residuals |
| Data Visualization | 15-20% | - Identify patterns, trends, and outliers - Explore and visualize time series data - Create forecasting projects and load data |
