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

  • Exam Code: PEGAPCDS87V1
  • Exam Name: Pega Certified Data Scientist (PCDS) 87V1
  • Updated: Sep 03, 2026
  • Q & A: 50 Questions and Answers

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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
SectionWeightObjectives
Topic 1: Predictive Analytics25%- Importing and validating PMML/external models
- Model evaluation metrics (AUC, lift, propensity)
- Prediction Studio usage
Topic 2: AI & Natural Language Processing12%- Pega NLP fundamentals
- Sentiment analysis and text processing
Topic 3: Model Governance & Ethics5%- Bias detection and compliance
- AI governance framework
Topic 4: Pega Process AI10%- Predictive case completion
- Fraud and risk detection models
Topic 5: Adaptive Analytics28%- Model performance monitoring and diagnostics
- Configuring and tuning predictors
- Adaptive Decision Manager (ADM) concepts
Topic 6: Decision Strategies & Next-Best-Action20%- Arbitration and prioritization logic
- Designing and testing decision strategies
- Core decisioning principles
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:

Question 1

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

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


Question 2

Which data is usually not appropriate to be used as a predictor?

A. Customer name
B. Usage data
C. Historical interaction data
D. Customer zip code


Question 3

A Text Analyzer performs natural language processing on a piece of text. It then produces a structured output, which can be analyzed using reports.
What type of text analysis does the text analyzer perform?

A. Classification
B. Word count
C. Cross reference analysis
D. Word analysis


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 number of active predictors increases.
C. The performance of the model is increased.
D. The correlation threshold decreases.


Question 5

An online store is interested in increasing its revenues from cross-selling and wants to predict the acceptance rate of the offers presented on their website.
A customer's propensity to accept an offer increases when___________________. .

A. the offer was accepted by similar customers
B. the offer was rejected by similar customers
C. similar offers were accepted by the customer
D. similar offers were rejected by the customer


Solutions:

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

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