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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Predictive Analytics | 25% | - Model evaluation metrics (AUC, lift, propensity) - Importing and validating PMML/external models - Prediction Studio usage |
| Model Governance & Ethics | 5% | - AI governance framework - Bias detection and compliance |
| Decision Strategies & Next-Best-Action | 20% | - Arbitration and prioritization logic - Core decisioning principles - Designing and testing decision strategies |
| Pega Process AI | 10% | - Fraud and risk detection models - Predictive case completion |
| AI & Natural Language Processing | 12% | - Sentiment analysis and text processing - Pega NLP fundamentals |
| Adaptive Analytics | 28% | - Configuring and tuning predictors - Adaptive Decision Manager (ADM) concepts - Model performance monitoring and diagnostics |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
A company uses a Monte Carlo data set containing customer information for testing. They want to extend the data model to include all credit card product usage data. Customers may have multiple cards.
To extend the customer data model with the credit card product usage data, you need to______________..
- A. merge customer and credit card data
- B. create a Provider
- C. add a Field
- D. add a Group
Correct Answer: A 🗳️
What are two results of an Adaptive Model? (Choose Two)
- A. Propensity
- B. Segment
- C. Performance
- D. Priority
Correct Answer: A,C 🗳️
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. Decision Table
- B. Scorecard
- C. Adaptive Model
- D. Predictive Model
Correct Answer: A 🗳️
A legal firm wants to use text analytics for easier and faster access to information to help with compliance related issues. The legal firm needs a taxonomy of legal concepts.
What is a taxonomy?
- A. A sentiment analysis model
- B. The output of an expert survey
- C. A list of business rules
- D. A list of valid categories
Correct Answer: D 🗳️
What happens when you increase the performance threshold setting of an Adaptive Model rule?
- A. The number of active predictors increases.
- B. The performance of the model is increased.
- C. The number of active predictors may decrease.
- D. The correlation threshold decreases.
Correct Answer: A 🗳️
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