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Pegasystems PEGACPDS24V1 Exam Overview:
| Certification Vendor: | Pegasystems |
| Exam Name: | Certified Pega Data Scientist 24 |
| Exam Number: | PEGACPDS24V1 |
| Related Certifications: | Pega Customer Decision Hub Certified Specialist Pega Process AI Certified Specialist |
| Real Exam Qty: | 50 |
| Available Languages: | English |
| Passing Score: | 70% |
| Exam Duration: | 90 minutes |
| Certificate Validity Period: | 2 years |
| Exam Format: | Multiple choice, Scenario-based questions |
| Exam Price: | USD 190 |
| Recommended Training: | Pega Academy - Certified Pega Data Scientist Learning Path |
| Exam Registration: | Pearson VUE Registration |
| Exam Way: | Online proctored or onsite test center |
| Pre Condition: | Basic knowledge of Pega Platform, Customer Decision Hub concepts, data science fundamentals; recommended hands-on experience building predictions and decision strategies |
| Official Syllabus URL: | https://academy.pega.com/exam/certified-pega-data-scientist-24 |
Pegasystems PEGACPDS24V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Governance and Monitoring | 4% | - Compliance and audit requirements - Model governance framework - Performance monitoring and alerting |
| Topic 2: Pega Process AI | 12% | - Integrating predictions into business processes - Predictive models for case management - AI application in process automation |
| Topic 3: Adaptive Analytics | 22% | - Adaptive model creation and configuration - Monitoring and interpreting model performance - Predictor management and tuning - Exporting and analyzing model data |
| Topic 4: Text Analytics and NLP | 10% | - Sentiment analysis and categorization - Using NLP for unstructured data processing - Text analytics model configuration |
| Topic 5: Prediction Patterns and Decision Strategies | 18% | - Designing and configuring decision strategies - Defining and reusing prediction patterns - Strategy optimization and testing - Combining predictions and business rules |
| Topic 6: AI for Customer Decision Hub | 8% | - Overview of Customer Decision Hub - Predictive capabilities and next-best-action paradigm - Application of AI in customer engagement |
| Topic 7: Predictive Analytics and MLOps | 26% | - Importing external models (PMML, H2O) - MLOps practices for model lifecycle management - Building and deploying predictive models - Model validation and performance metrics |
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