Exam Name: IBMSPSSMPRO: IBM SPSS Modeler Professional
Certification Provider: IBM
Corresponding Certification: IBM Specialist
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IBM SPS-200 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: SPSS Modeler Professional Functionality | 10% | - Use SuperNodes and scripting - Customize nodes and outputs - Optimize workflow performance |
| Topic 2: Data Understanding | 15% | - Generate summary statistics - Identify data quality issues - Explore data characteristics |
| Topic 3: Deployment and Interpretation | 10% | - Export and deploy models - Score new data - Interpret model results and outputs |
| Topic 4: Modeling | 30% | - Auto modeling and ensemble techniques - Classification models (Decision Trees, Logistic Regression) - Model evaluation and comparison - Association and sequence analysis - Segmentation models (Clustering, TwoStep) |
| Topic 5: Data Preparation | 25% | - Handle missing values and outliers - Integrate and merge data sources - Clean and transform data - Sample, partition, and balance datasets |
| Topic 6: Business Understanding and Planning | 10% | - Align business objectives with analytics goals - Apply CRISP-DM framework |
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