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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Mining Techniques | 35% | - Classification and prediction models - Model evaluation and validation - Clustering algorithms - Association and sequence analysis |
| Topic 2: Introduction to IBM SPSS Modeler | 20% | - Node types and usage - Modeler interface and workspace - Stream creation and management |
| Topic 3: Model Deployment and Reporting | 15% | - Interpreting results - Scoring and applying models - Generating outputs and reports |
| Topic 4: Data Preparation and Management | 30% | - Data import and export - Handling missing values - Sampling and aggregation - Data cleaning and transformation |
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