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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Prediction Patterns & Decision Strategies | 18% | - Arbitration and prioritization - Using prediction patterns - Combining predictions in strategies - Designing decision strategies |
| Topic 2: Pega NLP & Text Analytics | 14% | - Text prediction configuration - Sentiment and intent analysis - Processing unstructured text data |
| Topic 3: Predictive Analytics | 20% | - MLOps and model lifecycle - Creating and importing predictions - Model evaluation metrics (AUC, Lift) - External model integration (PMML, H2O) |
| Topic 4: AI for Customer Decision Hub | 6% | - Customer Decision Hub overview - Predictions in decisioning - Next-Best-Action framework |
| Topic 5: Adaptive Analytics | 28% | - Predictor setup and management - Adaptive model design and configuration - Model performance monitoring - Learning and outcome tracking |
| Topic 6: Pega Process AI | 10% | - Predictive models for operational processes - Predicting SLA and risk outcomes - Embedding AI in case management |
| Topic 7: Model Governance & Ethics | 4% | - Fairness and explainability - Lifecycle governance - Model monitoring and compliance |
The official Pegasystems Certified Pega Data Scientist 23 outline defines 7 domains. The leading three are Prediction Patterns & Decision Strategies (18%), Predictive Analytics (20%), and Pega Process AI (10%). The full list is in the topics section above, and PracticeTorrent's 0 practice questions cover each one.
No formal prerequisites; recommended experience with Pega Platform, Customer Decision Hub, machine learning, statistics, and data science concepts Since requirements change over time, confirm the latest on the official Pegasystems exam page before scheduling.
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The PEGACPDS23V1 exam is a Pegasystems certification exam validating the Pegasystems Certified Pega Data Scientist 23 syllabus shown above. Candidates in 2026 start with PracticeTorrent's 0 practice questions, available as a printable PDF, a Windows Desktop Test Engine, and an Online Test Engine — three versions of the same materials.
The Pegasystems Certified Pega Data Scientist 23 exam contains 50 to complete within 90 minutes. Timed simulation in the PracticeTorrent Desktop Test Engine teaches that rhythm before exam day does.
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The Pegasystems Certified Pega Data Scientist 23 exam requires 70% to pass, and registration costs USD 190 (excluding taxes). A failed attempt means paying the same fee again — a readiness check with the PracticeTorrent engines before booking is the cheaper option.
Pegasystems recommends these training resources for the Pegasystems Certified Pega Data Scientist 23 exam:
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