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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Pega Process AI | 10% | - Fraud and risk detection models - Predictive case completion |
| Adaptive Analytics | 28% | - Configuring and tuning predictors - Model performance monitoring and diagnostics - Adaptive Decision Manager (ADM) concepts |
| Decision Strategies & Next-Best-Action | 20% | - Arbitration and prioritization logic - Designing and testing decision strategies - Core decisioning principles |
| Model Governance & Ethics | 5% | - AI governance framework - Bias detection and compliance |
| AI & Natural Language Processing | 12% | - Pega NLP fundamentals - Sentiment analysis and text processing |
| Predictive Analytics | 25% | - Model evaluation metrics (AUC, lift, propensity) - Importing and validating PMML/external models - Prediction Studio usage |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. A telecom company is interested in improving customer engagement on social media. However, there are hundreds of relevant messages posted every day, and it is not practical for customer service representatives (CSRs) to review and respond to all messages. Instead, CSRs should focus on negative messages.
What do you need to analyze the incoming messages?
A) Text categorization model
B) Text extraction model
C) Adaptive model
D) Predictive model
2. Which Adaptive Model output is automatically mapped to a strategy property?
A) propensity
B) performance
C) evidence
D) score
3. 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) Positive
B) Defensive
C) Offensive
D) Absent
4. As a Data Scientist you want to use a predictive model to detect potential churn for a telco company .
Which three options do you have? (Choose Three)
A) Create a Text extraction model
B) Import a third party PMML model
C) Use a Google ML model
D) Create an adaptive self-learning model
E) Use Pega machine learning to build a model
5. To which property is the output of a PMML model automatically mapped?
A) pxSegment
B) pxOutcome
C) pxPMMLOutputd
D) pxResult
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: C | Question # 3 Answer: A | Question # 4 Answer: A,B,E | Question # 5 Answer: B |








