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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Pega Process AI | 10% | - Fraud and risk detection models - Predictive case completion |
| Topic 2: Decision Strategies & Next-Best-Action | 20% | - Core decisioning principles - Arbitration and prioritization logic - Designing and testing decision strategies |
| Topic 3: AI & Natural Language Processing | 12% | - Pega NLP fundamentals - Sentiment analysis and text processing |
| Topic 4: Predictive Analytics | 25% | - Prediction Studio usage - Model evaluation metrics (AUC, lift, propensity) - Importing and validating PMML/external models |
| Topic 5: Model Governance & Ethics | 5% | - Bias detection and compliance - AI governance framework |
| Topic 6: Adaptive Analytics | 28% | - Configuring and tuning predictors - Model performance monitoring and diagnostics - Adaptive Decision Manager (ADM) concepts |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
Which business objective is best suited for the Next-Best-Action approach?
- A. Growth
- B. Employee satisfaction
- C. Productivity
- D. Change Management
The Prioritize component always outputs
- A. on arbitrary number of offers
- B. top 1 offer
- C. top 3 offers
- D. all eligible offers
A contact center application recommends three actions for a customer. The business team wants to know the possible ways in which these actions can be ordered so that the contact center agent can discuss one proposition at a time, starting from the top.
As a strategy designer, if you use a Prioritize component to order the actions, what are your options?
- A. In the order in which they are displayed in the strategy canvas
- B. In the order controlled by the contact center agent
- C. In a random order
- D. In ascending or in descending order based on a numerical value
In a decision strategy, to import actions you use a(n)_____________________.
- A. Offer data component
- B. Proposition data component
- C. Import data component
- D. Data import component
When executing a decision strategy, the dotted line arrow in a decision strategy means data is_____________?
- A. referenced by the component the arrow originates from
- B. referenced by the component the arrow points to
- C. copied to the component the arrow points to
- D. copied to the component the arrow originates from
