Exam Name: Pega Certified Data Scientist (PCDS) 87V1
Certification Provider: Pegasystems
Corresponding Certification: Pega PCDS
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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 |
| Pega Process AI | 10% | - Predictive case completion - Fraud and risk detection models |
| Model Governance & Ethics | 5% | - Bias detection and compliance - AI governance framework |
| AI & Natural Language Processing | 12% | - Sentiment analysis and text processing - Pega NLP fundamentals |
| Decision Strategies & Next-Best-Action | 20% | - Core decisioning principles - Designing and testing decision strategies - Arbitration and prioritization logic |
| 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:
In a Prioritize component, the best action can be determined based on the value of
- A. Customer,Value
- B. Customer.Income
- C. Average Margin
- D. Propensity
Correct Answer: A 🗳️
The Filter component is used to filter________________,
- A. adaptive models
- B. customers
- C. action
- D. attributes
Correct Answer: A 🗳️
The implementation of Next-Best-Action must involve
- A. defining a prioritization formula using contact policies
- B. defining business issue and group hierarchy
- C. building a product catalog
- D. inclusion of third party predictive models
Correct Answer: B 🗳️
From two chum models with the similar performance, we choose the one with the________________.
- A. most evidence
- B. highest number of predictors
- C. fewest number of predictors
- D. highest churn rate
Correct Answer: D 🗳️
The Prediction Studio portal supports the creation of two distinct types of predictive Scoring models are used to__________________.
- A. score different propositions
- B. predict binary behavior
- C. differentiate between good, better and best
- D. predict continuous behavior
Correct Answer: B 🗳️
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