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