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