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