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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Predictive Analytics | 25% | - Model evaluation metrics (AUC, lift, propensity) - Prediction Studio usage - Importing and validating PMML/external models |
| Topic 2: Adaptive Analytics | 28% | - Adaptive Decision Manager (ADM) concepts - Configuring and tuning predictors - Model performance monitoring and diagnostics |
| Topic 3: Pega Process AI | 10% | - Fraud and risk detection models - Predictive case completion |
| Topic 4: Decision Strategies & Next-Best-Action | 20% | - Designing and testing decision strategies - Arbitration and prioritization logic - Core decisioning principles |
| Topic 5: Model Governance & Ethics | 5% | - Bias detection and compliance - AI governance framework |
| Topic 6: AI & Natural Language Processing | 12% | - Pega NLP fundamentals - Sentiment analysis and text processing |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
Question #1
From two chum models with the similar performance, we choose the one with the________________.
A. fewest number of predictors
B. highest churn rate
C. highest number of predictors
D. most evidence
Question #2
The Adaptive Model component in a strategy computes
A. a unique accept rate for each action
B. a propensity value for each action
C. a single propensity value for all actions
D. a single accept rate for all actions
Question #3
Which property is automatically recomputed for each decision component?
A. Order
B. Rank
C. Priority
D. Propensity
Question #4
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. Absent
C. Offensive
D. Defensive
Question #5
The implementation of Next-Best-Action must involve
A. building a product catalog
B. inclusion of third party predictive models
C. defining business issue and group hierarchy
D. defining a prioritization formula using contact policies
Solutions:
| Question #1 Correct Answer: B | Question #2 Correct Answer: A | Question #3 Correct Answer: D | Question #4 Correct Answer: A | Question #5 Correct Answer: C |
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