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 |
|---|---|
| Topic 1: Model Building Techniques | - Association analysis - Classification models - Clustering methods - Regression models |
| Topic 2: Model Evaluation and Validation | - Training and test dataset split - Model comparison and selection - Model accuracy metrics |
| Topic 3: IBM SPSS Modeler Environment | - Streams and nodes concept - Data sources and import methods - Project organization and workflow design |
| Topic 4: Data Preparation and Transformation | - Data formatting and type conversion - Feature engineering and derivation - Data cleaning and missing value handling |
| Topic 5: Model Deployment and Reporting | - Model export and deployment concepts - Reporting and visualization basics |
| Topic 6: Data Mining and Analytics Fundamentals | - Business understanding and data understanding - CRISP-DM methodology overview |
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