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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Decision Strategies & Next-Best-Action | 20% | - Designing and testing decision strategies - Core decisioning principles - Arbitration and prioritization logic |
| Topic 2: Model Governance & Ethics | 5% | - AI governance framework - Bias detection and compliance |
| Topic 3: Pega Process AI | 10% | - Predictive case completion - Fraud and risk detection models |
| Topic 4: Adaptive Analytics | 28% | - Adaptive Decision Manager (ADM) concepts - Model performance monitoring and diagnostics - Configuring and tuning predictors |
| Topic 5: AI & Natural Language Processing | 12% | - Pega NLP fundamentals - Sentiment analysis and text processing |
| Topic 6: Predictive Analytics | 25% | - Prediction Studio usage - Importing and validating PMML/external models - Model evaluation metrics (AUC, lift, propensity) |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. You can save a regression model as a______________.
A) Decision Tree rule
B) Predictive Model rule
C) Regression Model rule
D) Scorecard rule
2. Which component(s) do you use to calculate the average margin of four actions?
A) one Group By component
B) four Group By components
C) one Set Property component
D) four Set Property components
3. To which property is the output of a PMML model automatically mapped?
A) pxOutcome
B) pxResult
C) pxPMMLOutputd
D) pxSegment
4. What is the most accurate description of proactive retention?
A) Anticipates potential customer churn
B) Simplifies the process of retaining customers
C) Enables the business to reduce the number of credit risk customers
D) Enables business to respond to customers when they contact a call center
5. The process of importing a third-party predictive model into Pega is_____________?
A) to first convert it into the Pega markup language
B) similar to importing an adaptive model
C) the; same as importing a Pega predictive model
D) simpler than importing a Pega predictive model
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: D | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: A |
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