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

  • Exam Code: PEGAPCDS87V1
  • Exam Name: Pega Certified Data Scientist (PCDS) 87V1
  • Updated: Sep 14, 2026

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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Model Governance & Ethics5%- Bias detection and compliance
- AI governance framework
Topic 2: Decision Strategies & Next-Best-Action20%- Designing and testing decision strategies
- Core decisioning principles
- Arbitration and prioritization logic
Topic 3: Predictive Analytics25%- Importing and validating PMML/external models
- Model evaluation metrics (AUC, lift, propensity)
- Prediction Studio usage
Topic 4: Pega Process AI10%- Predictive case completion
- Fraud and risk detection models
Topic 5: AI & Natural Language Processing12%- Sentiment analysis and text processing
- Pega NLP fundamentals
Topic 6: Adaptive Analytics28%- Configuring and tuning predictors
- Adaptive Decision Manager (ADM) concepts
- Model performance monitoring and diagnostics

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

Question #1

A company wants to create a data set that includes mock-up customer add Which method is available to populate these fields?

  • A. Propensity
  • B. Bayesian
  • C. Import
  • D. Monte Carlo
Answer: D
Question #2

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. add a Field
  • B. add a Group
  • C. create a Provider
  • D. merge customer and credit card data
Answer: D
Question #3

Which decision component allows you to monitor the real-time performance of a third-party Churn Model?

  • A. Scorecard Model
  • B. Predictive Model
  • C. PMML Model
  • D. Adaptive Model
Answer: B
Question #4

You are the Decisioning Consultant on an Al-powered one-to-one Customer Engagement implementation project. You are asked to design the Next-Best-Action prioritization expression that balances the customer needs with the business objectives.
What factors do you consider in the prioritization expression?

  • A. business levers
  • B. product eligibility rules
  • C. customer contact rules
  • D. product compatibility rules
Answer: B
Question #5

When a new component is added to the strategy canvas, its Rank value will be

  • A. Not set
  • B. 1
  • C. One higher than the current highest Rank
  • D. 0
Answer: B

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