Exam Name: Certified Pega Data Scientist 23
Certification Provider: Pegasystems
Corresponding Certification: Pegasystems Certification
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Pegasystems PEGACPDS23V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI for Customer Decision Hub | 6% | - Predictions in decisioning - Next-Best-Action framework - Customer Decision Hub overview |
| Topic 2: Prediction Patterns & Decision Strategies | 18% | - Arbitration and prioritization - Designing decision strategies - Using prediction patterns - Combining predictions in strategies |
| Topic 3: Predictive Analytics | 20% | - External model integration (PMML, H2O) - Creating and importing predictions - MLOps and model lifecycle - Model evaluation metrics (AUC, Lift) |
| Topic 4: Pega Process AI | 10% | - Predicting SLA and risk outcomes - Embedding AI in case management - Predictive models for operational processes |
| Topic 5: Model Governance & Ethics | 4% | - Lifecycle governance - Model monitoring and compliance - Fairness and explainability |
| Topic 6: Pega NLP & Text Analytics | 14% | - Text prediction configuration - Sentiment and intent analysis - Processing unstructured text data |
| Topic 7: Adaptive Analytics | 28% | - Adaptive model design and configuration - Predictor setup and management - Learning and outcome tracking - Model performance monitoring |
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