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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Pega Process AI | 10% | - Predictive case completion - Fraud and risk detection models |
| Topic 2: AI & Natural Language Processing | 12% | - Pega NLP fundamentals - Sentiment analysis and text processing |
| Topic 3: Model Governance & Ethics | 5% | - Bias detection and compliance - AI governance framework |
| Topic 4: Adaptive Analytics | 28% | - Configuring and tuning predictors - Adaptive Decision Manager (ADM) concepts - Model performance monitoring and diagnostics |
| Topic 5: Predictive Analytics | 25% | - Model evaluation metrics (AUC, lift, propensity) - Importing and validating PMML/external models - Prediction Studio usage |
| Topic 6: Decision Strategies & Next-Best-Action | 20% | - Designing and testing decision strategies - Core decisioning principles - Arbitration and prioritization logic |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
Question 1
When defining outcomes for an Adaptive Model you must define_________________.
A. behavior values to be ignored
B. one or more positive behavior values
C. only negative behavior values
D. positive, negative and neutral behavior values
Question 2
When building a predictive model, what is a valid predictor data type?
A. String
B. Character
C. Boolean
D. Symbolic
Question 3
When executing a decision strategy, the dotted line arrow in a decision strategy means data is_____________?
A. copied to the component the arrow points to
B. referenced by the component the arrow points to
C. copied to the component the arrow originates from
D. referenced by the component the arrow originates from
Question 4
What are two results of an Adaptive Model? (Choose Two)
A. Priority
B. Performance
C. Segment
D. Propensity
Question 5
In a Set Property component, the Rank value is determined by______________.
A. the data transform
B. the default value of the Rank
C. the order in which the actions are received
D. the sequence in which it appears on the canvas
Solutions:
| Question 1 Answer: C | Question 2 Answer: D | Question 3 Answer: B | Question 4 Answer: B,D | Question 5 Answer: B |
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