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