Exam Name: IBMSPSSMPRO: IBM SPSS Modeler Professional
Certification Provider: IBM
Corresponding Certification: IBM Specialist
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Updated: Jul 25, 2026
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IBM SPS-200 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Business Understanding and Planning | 10% | - Align business objectives with analytics goals - Apply CRISP-DM framework |
| Data Understanding | 15% | - Identify data quality issues - Generate summary statistics - Explore data characteristics |
| Modeling | 30% | - Segmentation models (Clustering, TwoStep) - Model evaluation and comparison - Classification models (Decision Trees, Logistic Regression) - Auto modeling and ensemble techniques - Association and sequence analysis |
| SPSS Modeler Professional Functionality | 10% | - Customize nodes and outputs - Optimize workflow performance - Use SuperNodes and scripting |
| Deployment and Interpretation | 10% | - Interpret model results and outputs - Score new data - Export and deploy models |
| Data Preparation | 25% | - Clean and transform data - Integrate and merge data sources - Handle missing values and outliers - Sample, partition, and balance datasets |
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