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SPSS IBMSPSSMBPDA Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Introduction to IBM SPSS Modeler & CRISP-DM | 15% | - SPSS Modeler interface and workbench - CRISP-DM methodology |
| Topic 2: Modeling Fundamentals | 15% | - Interpreting initial model outputs - Supervised and unsupervised modeling concepts - Using basic predictive nodes |
| Topic 3: Data Preparation & Transformation | 35% | - Restructuring, aggregating and sampling data - Handling missing values and outliers - Data caching and optimization - Creating derived variables and reclassification |
| Topic 4: Data Understanding & Exploration | 25% | - Identifying data quality issues - Loading and inspecting data sources - Descriptive statistics and visualization |
| Topic 5: Deployment & Evaluation Basics | 10% | - Model assessment metrics - Exporting results and reports |
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