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: Prediction Patterns and Decision Strategies | 18% | - Defining and reusing prediction patterns - Combining predictions and business rules - Strategy optimization and testing - Designing and configuring decision strategies |
| Topic 2: AI for Customer Decision Hub | 8% | - Overview of Customer Decision Hub - Predictive capabilities and next-best-action paradigm - Application of AI in customer engagement |
| Topic 3: Adaptive Analytics | 22% | - Adaptive model creation and configuration - Monitoring and interpreting model performance - Predictor management and tuning - Exporting and analyzing model data |
| Topic 4: Governance and Monitoring | 4% | - Compliance and audit requirements - Performance monitoring and alerting - Model governance framework |
| Topic 5: Pega Process AI | 12% | - Integrating predictions into business processes - Predictive models for case management - AI application in process automation |
| 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% | - Model validation and performance metrics - Building and deploying predictive models - Importing external models (PMML, H2O) - MLOps practices for model lifecycle management |
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