Pegasystems PEGAPCDS87V1 : Pega Certified Data Scientist (PCDS) 87V1
- Exam Code: PEGAPCDS87V1
- Exam Name: Pega Certified Data Scientist (PCDS) 87V1
- Updated: Oct 23, 2026
- Q & A: 50 Questions and Answers
About Pegasystems PEGAPCDS87V1 Exam
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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Model Governance & Ethics | 5% | - Bias detection and compliance - AI governance framework |
| Topic 2: AI & Natural Language Processing | 12% | - Sentiment analysis and text processing - Pega NLP fundamentals |
| Topic 3: Adaptive Analytics | 28% | - Configuring and tuning predictors - Adaptive Decision Manager (ADM) concepts - Model performance monitoring and diagnostics |
| Topic 4: Predictive Analytics | 25% | - Prediction Studio usage - Importing and validating PMML/external models - Model evaluation metrics (AUC, lift, propensity) |
| Topic 5: Pega Process AI | 10% | - Predictive case completion - Fraud and risk detection models |
| Topic 6: Decision Strategies & Next-Best-Action | 20% | - Arbitration and prioritization logic - Core decisioning principles - Designing and testing decision strategies |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
What happens when you increase the performance threshold setting of an Adaptive Model rule?
- A. The correlation threshold decreases.
- B. The performance of the model is increased.
- C. The number of active predictors increases.
- D. The number of active predictors may decrease.
Correct Answer: C 🗳️
A Scoring Model allows you to differentiate between
- A. Good, Better, Best
- B. Good, Bad, Unknown
- C. Accept, Reject, Maybe Later
- D. Good, Bad
Correct Answer: D 🗳️
The Prediction Studio portal supports the creation of two distinct types of predictive Scoring models are used to__________________.
- A. predict continuous behavior
- B. score different propositions
- C. predict binary behavior
- D. differentiate between good, better and best
Correct Answer: C 🗳️
evidence an assessment of its viability, the Adaptive Model produces three outputs:
Propensity, Performance and
What is evidence in the context of an Adaptive Model?
- A. The number of customers who exhibited statistically similar behavior
- B. The likelihood of a statistically similar behavior
- C. The number of customers who have responded to the modeled offer
- D. The number of statistical bins used to evaluate the response
Correct Answer: C 🗳️
As a Data Scientist you want to use a predictive model to detect potential churn for a telco company .
Which three options do you have? (Choose Three)
- A. Create an adaptive self-learning model
- B. Import a third party PMML model
- C. Use a Google ML model
- D. Use Pega machine learning to build a model
- E. Create a Text extraction model
Correct Answer: B,D,E 🗳️
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