Pegasystems Pega Certified Data Scientist (PCDS) 87V1 : PEGAPCDS87V1

  • Exam Code: PEGAPCDS87V1
  • Exam Name: Pega Certified Data Scientist (PCDS) 87V1
  • Updated: Sep 15, 2026
  • Q & A: 50 Questions and Answers

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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

SectionWeightObjectives
Model Governance & Ethics5%- AI governance framework
- Bias detection and compliance
AI & Natural Language Processing12%- Sentiment analysis and text processing
- Pega NLP fundamentals
Predictive Analytics25%- Importing and validating PMML/external models
- Model evaluation metrics (AUC, lift, propensity)
- Prediction Studio usage
Decision Strategies & Next-Best-Action20%- Arbitration and prioritization logic
- Core decisioning principles
- Designing and testing decision strategies
Pega Process AI10%- Predictive case completion
- Fraud and risk detection models
Adaptive Analytics28%- Configuring and tuning predictors
- Model performance monitoring and diagnostics
- Adaptive Decision Manager (ADM) concepts

Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:

Question #1

When defining outcomes for an Adaptive Model you must define_________________.

  • A. behavior values to be ignored
  • B. only negative behavior values
  • C. one or more positive behavior values
  • D. positive, negative and neutral behavior values
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Question #2

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 have responded to the modeled offer
  • B. The likelihood of a statistically similar behavior
  • C. The number of customers who exhibited statistically similar behavior
  • D. The number of statistical bins used to evaluate the response
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Question #3

Which Adaptive Model output is automatically mapped to a strategy property?

  • A. performance
  • B. evidence
  • C. propensity
  • D. score
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Question #4

What happens when you increase the performance threshold setting of an Adaptive Model rule?

  • A. The number of active predictors may decrease.
  • B. The performance of the model is increased.
  • C. The number of active predictors increases.
  • D. The correlation threshold decreases.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Question #5

What is the key characteristic that Next-Best-Action must consider to satisfy customer needs?

  • A. Mobility
  • B. Service
  • C. Relevancy
  • D. Fraud
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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