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Reference: https://academy.pega.com/exam/pega-certified-data-scientist
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| Section | Weight | Objectives |
|---|---|---|
| Predictive Analytics | 30% | - Predictive model creation - Prediction Studio usage - Model governance and deployment - Model evaluation and performance - Predictor analysis |
| Pega Process AI | 8% | - Fraud prediction models - Case completion predictions - Operational AI use cases |
| Next-Best-Action | 4% | - Introducing Pega to Data Scientists - Next-Best-Action concepts |
| Decision Strategies | 16% | - Strategy simulation and testing - Arbitration and prioritization - Decisioning logic - Decision strategy components |
| Text Analytics | 8% | - Natural language processing concepts - Text categorization - Email and interaction analysis |
| Adaptive Analytics | 34% | - Adaptive model fundamentals - Monitoring adaptive models - Evidence, propensity, and performance metrics - Business impact measurement - Real-time learning |
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