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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Adaptive Analytics | 28% | - Model performance monitoring and diagnostics - Configuring and tuning predictors - Adaptive Decision Manager (ADM) concepts |
| Topic 2: Predictive Analytics | 25% | - Prediction Studio usage - Model evaluation metrics (AUC, lift, propensity) - Importing and validating PMML/external models |
| Topic 3: Pega Process AI | 10% | - Fraud and risk detection models - Predictive case completion |
| Topic 4: Model Governance & Ethics | 5% | - Bias detection and compliance - AI governance framework |
| Topic 5: AI & Natural Language Processing | 12% | - Pega NLP fundamentals - Sentiment analysis and text processing |
| Topic 6: Decision Strategies & Next-Best-Action | 20% | - Designing and testing decision strategies - Arbitration and prioritization logic - Core decisioning principles |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
The Adaptive Model component in a strategy computes
- A. a single propensity value for all actions
- B. a propensity value for each action
- C. a unique accept rate for each action
- D. a single accept rate for all actions
Correct Answer: C 🗳️
A company wants to capture the sentiment of relevant Twitter messages to allow its customer service representatives to concentrate only on the negative messages.
Sentiment refers to the general attitude of the author towards a subject and can be____________.
- A. Offensive
- B. Defensive
- C. Absent
- D. Positive
Correct Answer: D 🗳️
Which Adaptive Model output is automatically mapped to a strategy property?
- A. evidence
- B. propensity
- C. performance
- D. score
Correct Answer: A 🗳️
Which component(s) do you use to calculate the average margin of four actions?
- A. four Group By components
- B. one Group By component
- C. one Set Property component
- D. four Set Property components
Correct Answer: D 🗳️
A company wants to simulate decisions that requires large amounts of data. However, the organisation's live data is inaccessible. Your advice is to use a Monte Carlo data set.
The Monte Carlo method________________
- A. generates data that the company can use as input for adaptive decisioning
- B. makes the organisation's live data accessible
- C. enables the company to generate random data for most of its application needs
- D. combines external data sets into a larger data set
Correct Answer: C 🗳️
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