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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Predictive Analytics | 25% | - Model evaluation metrics (AUC, lift, propensity) - Prediction Studio usage - Importing and validating PMML/external models |
| Model Governance & Ethics | 5% | - Bias detection and compliance - AI governance framework |
| Decision Strategies & Next-Best-Action | 20% | - Core decisioning principles - Designing and testing decision strategies - Arbitration and prioritization logic |
| AI & Natural Language Processing | 12% | - Pega NLP fundamentals - Sentiment analysis and text processing |
| Adaptive Analytics | 28% | - Adaptive Decision Manager (ADM) concepts - Configuring and tuning predictors - Model performance monitoring and diagnostics |
| Pega Process AI | 10% | - Predictive case completion - Fraud and risk detection models |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
You are a company with a new and unique product, and you want to offer it to the right customer.
Given the scenario, which rule type should you use?
- A. Predictive Model
- B. Scorecard
- C. Decision Table
- D. Adaptive Model
Correct Answer: C 🗳️
Which data is usually not appropriate to be used as a predictor?
- A. Historical interaction data
- B. Customer name
- C. Usage data
- D. Customer zip code
Correct Answer: D 🗳️
What are two results of an Adaptive Model? (Choose Two)
- A. Propensity
- B. Segment
- C. Performance
- D. Priority
Correct Answer: A,C 🗳️
Which property is automatically recomputed for each decision component?
- A. Order
- B. Propensity
- C. Rank
- D. Priority
Correct Answer: B 🗳️
The Filter component is used to filter________________,
- A. customers
- B. attributes
- C. action
- D. adaptive models
Correct Answer: D 🗳️
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