Exam Name: IBM SPSS Modeler - Business Partner Data Analyst Associate Exam
Certification Provider: SPSS
Corresponding Certification: SPSS Certification
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SPSS IBMSPSSMBPDA Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Model Building Techniques | - Classification models - Association analysis - Clustering methods - Regression models |
| IBM SPSS Modeler Environment | - Project organization and workflow design - Data sources and import methods - Streams and nodes concept |
| Data Preparation and Transformation | - Data cleaning and missing value handling - Feature engineering and derivation - Data formatting and type conversion |
| Model Evaluation and Validation | - Model comparison and selection - Model accuracy metrics - Training and test dataset split |
| Data Mining and Analytics Fundamentals | - Business understanding and data understanding - CRISP-DM methodology overview |
| Model Deployment and Reporting | - Reporting and visualization basics - Model export and deployment concepts |
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