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SASInstitute A00-407 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Pipeline Modeling | 25-30% | - Select and compare forecasting models - Evaluate model performance and accuracy - Build and configure forecasting pipelines - Refine and optimize pipeline settings |
| Topic 2: Post-Forecasting Functionality | 10-15% | - Analyze forecast results and residuals - Export and share forecast outputs - Adjust forecasts based on business context - Apply manual forecast overrides |
| Topic 3: Data Visualization | 15-20% | - Identify patterns, trends, and outliers - Create forecasting projects and load data - Explore and visualize time series data |
| Topic 4: Optimization | 25-30% | - Formulate optimization problems - Interpret and implement optimization results - Solve linear and mixed-integer optimization models - Define objective functions and constraints - Apply optimization to business scenarios |
| Topic 5: Hierarchical Forecasting | 15-20% | - Perform forecast reconciliation - Generate hierarchical forecasts - Manage hierarchical constraints - Define and structure data hierarchies |
