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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Decision Strategies & Next-Best-Action | 20% | - Designing and testing decision strategies - Core decisioning principles - Arbitration and prioritization logic |
| Topic 2: Adaptive Analytics | 28% | - Model performance monitoring and diagnostics - Configuring and tuning predictors - Adaptive Decision Manager (ADM) concepts |
| Topic 3: Pega Process AI | 10% | - Fraud and risk detection models - Predictive case completion |
| Topic 4: Model Governance & Ethics | 5% | - Bias detection and compliance - AI governance framework |
| Topic 5: Predictive Analytics | 25% | - Prediction Studio usage - Importing and validating PMML/external models - Model evaluation metrics (AUC, lift, propensity) |
| Topic 6: AI & Natural Language Processing | 12% | - Pega NLP fundamentals - Sentiment analysis and text processing |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
Question 1
A Scoring Model allows you to differentiate between
A. Accept, Reject, Maybe Later
B. Good, Better, Best
C. Good, Bad, Unknown
D. Good, Bad
Question 2
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. 0.5
B. 1-0
C. null
D. 0.0
Question 3
A company wants to capture the sentiment of relevant Twitter messages to allow its customer service representatives to concentrate only on the negative messages.
Sentiment refers to the general attitude of the author towards a subject and can be____________.
A. Defensive
B. Offensive
C. Absent
D. Positive
Question 4
Which business objective is best suited for the Next-Best-Action approach?
A. Growth
B. Employee satisfaction
C. Productivity
D. Change Management
Question 5
To which property is the output of a PMML model automatically mapped?
A. pxOutcome
B. pxPMMLOutputd
C. pxSegment
D. pxResult
Solutions:
| Question 1 Answer: D | Question 2 Answer: D | Question 3 Answer: D | Question 4 Answer: A | Question 5 Answer: A |




