Exam Name: SAP Certified Application Professional - SAP Predictive Analytics 2.5
Certification Provider: SAP
Corresponding Certification: SAP Certification
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SAP P_PAII10_25 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Predictive Modeling Techniques | 30% | - Integration with SAP HANA PAL and APL - Model configuration and parameter tuning - Regression, classification, clustering, and time series models - Supervised and unsupervised learning methods |
| Topic 2: Model Validation and Evaluation | 15% | - Performance metrics and quality assessment - Interpretation of results and reports - Overfitting detection and prevention |
| Topic 3: Deployment and Integration | 10% | - Operationalizing predictive workflows - Integration with SAP systems and external tools - Model deployment options |
| Topic 4: Introduction to SAP Predictive Analytics | 20% | - Use cases and business applications - Overview of Automated Analytics and Expert Analytics interfaces - Predictive analytics concepts and workflow |
| Topic 5: Data Preparation and Manipulation | 25% | - Handling missing values and outliers - Feature engineering and variable selection - Data connection and acquisition - Data cleaning, filtering, and transformation |
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