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IBM SPS-200 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Deployment | - Deploy analytical results and models | |
| Topic 2: Data Understanding | 15% | - Summary statistics, distributions, and visualizations |
| Topic 3: Data Preparation | 20% | - Sampling, partitioning, and balancing data
|
| Topic 4: Modeling | - Model building and evaluation techniques | |
| Topic 5: Business Understanding and Planning | 10% | - Describe the CRISP-DM process - Map business objectives to data mining goals |
| Topic 6: Evaluation | - Assess, compare, and evaluate models |
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