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Pegasystems PEGACPDS24V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Text Analytics and NLP | 10% | - Sentiment analysis and categorization - Using NLP for unstructured data processing - Text analytics model configuration |
| AI for Customer Decision Hub | 8% | - Overview of Customer Decision Hub - Application of AI in customer engagement - Predictive capabilities and next-best-action paradigm |
| Adaptive Analytics | 22% | - Adaptive model creation and configuration - Monitoring and interpreting model performance - Predictor management and tuning - Exporting and analyzing model data |
| Prediction Patterns and Decision Strategies | 18% | - Combining predictions and business rules - Strategy optimization and testing - Defining and reusing prediction patterns - Designing and configuring decision strategies |
| Predictive Analytics and MLOps | 26% | - Importing external models (PMML, H2O) - Model validation and performance metrics - Building and deploying predictive models - MLOps practices for model lifecycle management |
| Governance and Monitoring | 4% | - Performance monitoring and alerting - Compliance and audit requirements - Model governance framework |
| Pega Process AI | 12% | - Integrating predictions into business processes - Predictive models for case management - AI application in process automation |
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