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 |
|---|---|---|
| Model Validation and Evaluation | 15% | - Performance metrics and quality assessment - Overfitting detection and prevention - Interpretation of results and reports |
| Predictive Modeling Techniques | 30% | - Regression, classification, clustering, and time series models - Integration with SAP HANA PAL and APL - Supervised and unsupervised learning methods - Model configuration and parameter tuning |
| Data Preparation and Manipulation | 25% | - Handling missing values and outliers - Feature engineering and variable selection - Data connection and acquisition - Data cleaning, filtering, and transformation |
| Introduction to SAP Predictive Analytics | 20% | - Predictive analytics concepts and workflow - Overview of Automated Analytics and Expert Analytics interfaces - Use cases and business applications |
| Deployment and Integration | 10% | - Integration with SAP systems and external tools - Operationalizing predictive workflows - Model deployment options |
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