Pass your actual test with our Pegasystems PEGACPDS24V1 training material at first attempt
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Pega Process AI | 12% | - Integrating predictions into business processes - Predictive models for case management - AI application in process automation |
| Topic 2: AI for Customer Decision Hub | 8% | - Predictive capabilities and next-best-action paradigm - Application of AI in customer engagement - Overview of Customer Decision Hub |
| Topic 3: Text Analytics and NLP | 10% | - Text analytics model configuration - Using NLP for unstructured data processing - Sentiment analysis and categorization |
| Topic 4: Governance and Monitoring | 4% | - Compliance and audit requirements - Model governance framework - Performance monitoring and alerting |
| Topic 5: Prediction Patterns and Decision Strategies | 18% | - Strategy optimization and testing - Defining and reusing prediction patterns - Designing and configuring decision strategies - Combining predictions and business rules |
| Topic 6: Predictive Analytics and MLOps | 26% | - Importing external models (PMML, H2O) - Building and deploying predictive models - MLOps practices for model lifecycle management - Model validation and performance metrics |
| Topic 7: Adaptive Analytics | 22% | - Exporting and analyzing model data - Predictor management and tuning - Monitoring and interpreting model performance - Adaptive model creation and configuration |
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