Exam Name: Pega Certified Data Scientist (PCDS) 87V1
Certification Provider: Pegasystems
Corresponding Certification: Pega PCDS
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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Adaptive Analytics | 28% | - Model performance monitoring and diagnostics - Configuring and tuning predictors - Adaptive Decision Manager (ADM) concepts |
| Model Governance & Ethics | 5% | - Bias detection and compliance - AI governance framework |
| Predictive Analytics | 25% | - Model evaluation metrics (AUC, lift, propensity) - Importing and validating PMML/external models - Prediction Studio usage |
| AI & Natural Language Processing | 12% | - Pega NLP fundamentals - Sentiment analysis and text processing |
| Decision Strategies & Next-Best-Action | 20% | - Designing and testing decision strategies - Core decisioning principles - Arbitration and prioritization logic |
| Pega Process AI | 10% | - Fraud and risk detection models - Predictive case completion |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
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. customer contact rules
- B. product eligibility rules
- C. product compatibility rules
- D. business levers
Correct Answer: B 🗳️
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 statistical bins used to evaluate the response
- B. The likelihood of a statistically similar behavior
- C. The number of customers who have responded to the modeled offer
- D. The number of customers who exhibited statistically similar behavior
Correct Answer: C 🗳️
When a new component is added to the strategy canvas, its Rank value will be
- A. 0
- B. One higher than the current highest Rank
- C. Not set
- D. 1
Correct Answer: D 🗳️
In a decision strategy, in order to select the proposition with the highest propensity, you use a
- A. Switch component, and sort propensity from highest to lowest
- B. Priorities component, and sort propensity from lowest to highest
- C. Switch component, and sort propensity from lowest to highest
- D. Priorities component, and sort propensity from highest to lowest
Correct Answer: D 🗳️
In a Prioritize component, the best action can be determined based on the value of
- A. Customer,Value
- B. Customer.Income
- C. Average Margin
- D. Propensity
Correct Answer: A 🗳️
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