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Updated: Jul 15, 2026
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Pegasystems PEGAPCDS87V1 Exam Overview:
| Certification Vendor: | Pegasystems |
| Exam Name: | Pega Certified Data Scientist (PCDS) 87V1 |
| Exam Number: | PEGAPCDS87V1 |
| Exam Price: | USD 175–250 (varies by region) |
| Related Certifications: | Pega Certified Decisioning Consultant (PCDC) 87V1 |
| Certificate Validity Period: | No fixed expiration; valid until version retirement |
| Passing Score: | 70% |
| Exam Format: | Multiple-choice, Scenario-based |
| Real Exam Qty: | 50 |
| Available Languages: | English |
| Exam Duration: | 90 minutes |
| Recommended Training: | Essentials of Pega Data Scientist Customer Decision Hub Implementation |
| 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 |
|---|---|---|
| Topic 1: Decision Strategies & Next-Best-Action | 20% | - Arbitration and prioritization logic - Core decisioning principles - Designing and testing decision strategies |
| Topic 2: Predictive Analytics | 25% | - Prediction Studio usage - Importing and validating PMML/external models - Model evaluation metrics (AUC, lift, propensity) |
| Topic 3: AI & Natural Language Processing | 12% | - Pega NLP fundamentals - Sentiment analysis and text processing |
| Topic 4: Pega Process AI | 10% | - Fraud and risk detection models - Predictive case completion |
| Topic 5: Adaptive Analytics | 28% | - Adaptive Decision Manager (ADM) concepts - Model performance monitoring and diagnostics - Configuring and tuning predictors |
| Topic 6: Model Governance & Ethics | 5% | - Bias detection and compliance - AI governance framework |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. A company wants to create a data set that includes mock-up customer add Which method is available to populate these fields?
A) Import
B) Monte Carlo
C) Propensity
D) Bayesian
2. The Prediction Studio portal supports the creation of two distinct types of predictive Scoring models are used to__________________.
A) predict binary behavior
B) differentiate between good, better and best
C) predict continuous behavior
D) score different propositions
3. A large online store wants to adapt to changing customer behavior, and at the same time does not want to get earned away by every next hype in the market. Adaptive models can help accomplish both business objectives.
Which statement about adaptive models is correct?
A) Adaptive models perform a spectrum model calculation.
B) Adaptive models perform a scoring model calculation.
C) Adaptive models are regression models.
D) Adaptive models require underlying predictive models.
4. According to Forrester, it is far more expensive to attract new customers than it is to prevent existing customers from leaving.
Which model type do you use to predict if a customer is likely to churn?
A) Extraction model
B) Predictive model
C) Categorization model
D) Adaptive model
5. When executing a decision strategy, the dotted line arrow in a decision strategy means data is_____________?
A) referenced by the component the arrow originates from
B) copied to the component the arrow points to
C) copied to the component the arrow originates from
D) referenced by the component the arrow points to
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: A | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: D |
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