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Last Updated: Sep 07, 2026
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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| AI & Natural Language Processing | 12% | - Sentiment analysis and text processing - Pega NLP fundamentals |
| Model Governance & Ethics | 5% | - Bias detection and compliance - AI governance framework |
| Adaptive Analytics | 28% | - Adaptive Decision Manager (ADM) concepts - Model performance monitoring and diagnostics - Configuring and tuning predictors |
| Decision Strategies & Next-Best-Action | 20% | - Arbitration and prioritization logic - Designing and testing decision strategies - Core decisioning principles |
| Pega Process AI | 10% | - Predictive case completion - Fraud and risk detection models |
| Predictive Analytics | 25% | - Model evaluation metrics (AUC, lift, propensity) - Prediction Studio usage - Importing and validating PMML/external models |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
In a Set Property component, the Rank value is determined by______________.
- A. the order in which the actions are received
- B. the sequence in which it appears on the canvas
- C. the data transform
- D. the default value of the Rank
You can save a regression model as a______________.
- A. Predictive Model rule
- B. Regression Model rule
- C. Decision Tree rule
- D. Scorecard rule
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. Scorecard
- B. Decision Table
- C. Adaptive Model
- D. Predictive Model
A large online store wants to adapt to changing customer behavior, and at the same time does not want to get earned away by every next hype in the market. Adaptive models can help accomplish both business objectives.
Which statement about adaptive models is correct?
- A. Adaptive models require underlying predictive models.
- B. Adaptive models are regression models.
- C. Adaptive models perform a spectrum model calculation.
- D. Adaptive models perform a scoring model calculation.
The decision components used on the strategy canvas can be individually configured Which function is available when configuring the Group By component?
- A. True if Some
- B. Multiply
- C. Average
- D. Divide
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