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Updated: Jul 22, 2026
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Pegasystems PEGAPCDS87V1 Exam Overview:
| Certification Vendor: | Pegasystems |
| Exam Name: | Pega Certified Data Scientist (PCDS) 87V1 |
| Exam Number: | PEGAPCDS87V1 |
| Available Languages: | English |
| Real Exam Qty: | 50 |
| Exam Price: | USD 175–250 (varies by region) |
| Exam Format: | Multiple-choice, Scenario-based |
| Related Certifications: | Pega Certified Decisioning Consultant (PCDC) 87V1 |
| Exam Duration: | 90 minutes |
| Certificate Validity Period: | No fixed expiration; valid until version retirement |
| Passing Score: | 70% |
| Recommended Training: | Customer Decision Hub Implementation Essentials of Pega Data Scientist |
| Exam Registration: | Pearson VUE Registration Pega Academy Exam Page |
| Sample Questions: | Pegasystems PEGAPCDS87V1 Sample Questions |
| Exam Way: | Online proctored or onsite at Pearson VUE test centers |
| Pre Condition: | No formal mandatory prerequisites; recommended: strong data science/statistics knowledge, familiarity with Pega Customer Decision Hub, hands-on Pega Platform experience |
| Official Syllabus URL: | https://academy.pega.com/exam/pega-certified-data-scientist-2 |
Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Adaptive Analytics | 28% | - Configuring and tuning predictors - Adaptive Decision Manager (ADM) concepts - Model performance monitoring and diagnostics |
| Model Governance & Ethics | 5% | - Bias detection and compliance - AI governance framework |
| AI & Natural Language Processing | 12% | - Sentiment analysis and text processing - Pega NLP fundamentals |
| Predictive Analytics | 25% | - Prediction Studio usage - Model evaluation metrics (AUC, lift, propensity) - Importing and validating PMML/external models |
| Decision Strategies & Next-Best-Action | 20% | - Arbitration and prioritization logic - Core decisioning principles - Designing and testing decision strategies |
| Pega Process AI | 10% | - Predictive case completion - Fraud and risk detection models |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. Which business objective is best suited for the Next-Best-Action approach?
A) Change Management
B) Productivity
C) Growth
D) Employee satisfaction
2. To enable an assessment of its reliability, the Adaptive Model produces three outputs:
Propensity. Performance and Evidence.
The performance of an Adaptive Model that has not collected any evidence is_____________________.
A) 0.0
B) 1-0
C) null
D) 0.5
3. When selecting the list of predictors for an adaptive model you should
A) always use numeric type for integer properties
B) select at least one date property
C) consider a wide range of properties
D) select up to a maximum of 500 predictors
4. Which two factors do you inspect to assess the general health of the adaptive models in Prediction Studio? (Choose Two.)
A) Model transparency
B) Number of decisions
C) Insights
D) Performance of the models
5. A company uses a Monte Carlo data set containing customer information for testing. They want to extend the data model to include all credit card product usage data. Customers may have multiple cards.
To extend the customer data model with the credit card product usage data, you need to______________..
A) create a Provider
B) add a Group
C) add a Field
D) merge customer and credit card data
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A | Question # 3 Answer: D | Question # 4 Answer: A,D | Question # 5 Answer: D |
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