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

PEGAPCDS87V1 Exam Questions
  • Exam Code: PEGAPCDS87V1
  • Exam Name: Pega Certified Data Scientist (PCDS) 87V1
  • Updated: Jul 23, 2026
  • Q & A: 50 Questions and Answers
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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

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

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

1. When defining outcomes for an Adaptive Model you must define_________________.

A) positive, negative and neutral behavior values
B) only negative behavior values
C) behavior values to be ignored
D) one or more positive behavior values


2. 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) Categorization model
B) Adaptive model
C) Extraction model
D) Predictive model


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

A) Scorecard Model
B) PMML Model
C) Predictive Model
D) Adaptive Model


4. A Scoring Model allows you to differentiate between

A) Good, Bad, Unknown
B) Good, Bad
C) Good, Better, Best
D) Accept, Reject, Maybe Later


5. 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) null
B) 0.0
C) 0.5
D) 1-0


Solutions:

Question # 1
Answer: B
Question # 2
Answer: D
Question # 3
Answer: C
Question # 4
Answer: B
Question # 5
Answer: B

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