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 |
|---|---|---|
| Topic 1: Decision Strategies & Next-Best-Action | 20% | - Core decisioning principles - Designing and testing decision strategies - Arbitration and prioritization logic |
| Topic 2: Pega Process AI | 10% | - Predictive case completion - Fraud and risk detection models |
| Topic 3: Predictive Analytics | 25% | - Importing and validating PMML/external models - Prediction Studio usage - Model evaluation metrics (AUC, lift, propensity) |
| Topic 4: Model Governance & Ethics | 5% | - AI governance framework - Bias detection and compliance |
| Topic 5: AI & Natural Language Processing | 12% | - Sentiment analysis and text processing - Pega NLP fundamentals |
| 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:
When defining outcomes for an Adaptive Model you must define_________________.
- A. behavior values to be ignored
- B. only negative behavior values
- C. one or more positive behavior values
- D. positive, negative and neutral behavior values
Correct Answer: B 🗳️
What is the key characteristic that Next-Best-Action must consider to satisfy customer needs?
- A. Service
- B. Mobility
- C. Relevancy
- D. Fraud
Correct Answer: A 🗳️
The Prediction Studio portal supports the creation of two distinct types of predictive Scoring models are used to__________________.
- A. differentiate between good, better and best
- B. score different propositions
- C. predict continuous behavior
- D. predict binary behavior
Correct Answer: D 🗳️
An online store is interested in increasing its revenues from cross-selling and wants to predict the acceptance rate of the offers presented on their website.
A customer's propensity to accept an offer increases when___________________. .
- A. similar offers were rejected by the customer
- B. the offer was rejected by similar customers
- C. the offer was accepted by similar customers
- D. similar offers were accepted by the customer
Correct Answer: D 🗳️
Which business objective is best suited for the Next-Best-Action approach?
- A. Change Management
- B. Employee satisfaction
- C. Productivity
- D. Growth
Correct Answer: D 🗳️
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