Exam Name: Certified Pega Data Scientist 24
Certification Provider: Pegasystems
Corresponding Certification: Pegasystems Certification
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Pegasystems PEGACPDS24V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI for Customer Decision Hub | 8% | - Application of AI in customer engagement - Predictive capabilities and next-best-action paradigm - Overview of Customer Decision Hub |
| Topic 2: Prediction Patterns and Decision Strategies | 18% | - Combining predictions and business rules - Defining and reusing prediction patterns - Designing and configuring decision strategies - Strategy optimization and testing |
| Topic 3: Governance and Monitoring | 4% | - Model governance framework - Compliance and audit requirements - Performance monitoring and alerting |
| Topic 4: Adaptive Analytics | 22% | - Exporting and analyzing model data - Adaptive model creation and configuration - Monitoring and interpreting model performance - Predictor management and tuning |
| Topic 5: Pega Process AI | 12% | - Integrating predictions into business processes - AI application in process automation - Predictive models for case management |
| Topic 6: Text Analytics and NLP | 10% | - Using NLP for unstructured data processing - Text analytics model configuration - Sentiment analysis and categorization |
| Topic 7: Predictive Analytics and MLOps | 26% | - Importing external models (PMML, H2O) - MLOps practices for model lifecycle management - Building and deploying predictive models - Model validation and performance metrics |
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