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 | Objectives |
|---|---|
| Model Evaluation and Validation | - Model performance metrics - Cross-validation techniques - Training and testing split |
| Introduction to IBM SPSS Modeler | - CRISP-DM methodology overview - Project creation and stream management - SPSS Modeler interface and workspace overview |
| Deployment and Reporting | - Exporting results and automation workflows - Model deployment options - Generating reports and visualizations |
| Data Access and Preparation | - Data cleansing and transformation - Data import and exploration - Handling missing values and outliers - Connecting to data sources |
| Data Modeling Techniques | - Classification models - Regression models - Association rule mining - Clustering techniques |
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