Pegasystems : PEGACPDS24V1 Questions & Answers
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Pegasystems PEGACPDS24V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Adaptive Analytics | 22% | - Monitoring and interpreting model performance - Predictor management and tuning - Adaptive model creation and configuration - Exporting and analyzing model data |
| Topic 2: 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 |
| Topic 3: Text Analytics and NLP | 10% | - Sentiment analysis and categorization - Using NLP for unstructured data processing - Text analytics model configuration |
| Topic 4: Governance and Monitoring | 4% | - Performance monitoring and alerting - Model governance framework - Compliance and audit requirements |
| Topic 5: AI for Customer Decision Hub | 8% | - Predictive capabilities and next-best-action paradigm - Overview of Customer Decision Hub - Application of AI in customer engagement |
| Topic 6: Pega Process AI | 12% | - Predictive models for case management - AI application in process automation - Integrating predictions into business processes |
| Topic 7: Prediction Patterns and Decision Strategies | 18% | - Combining predictions and business rules - Defining and reusing prediction patterns - Strategy optimization and testing - Designing and configuring decision strategies |
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