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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

SectionWeightObjectives
AI & Natural Language Processing12%- Pega NLP fundamentals
- Sentiment analysis and text processing
Decision Strategies & Next-Best-Action20%- Arbitration and prioritization logic
- Core decisioning principles
- Designing and testing decision strategies
Pega Process AI10%- Fraud and risk detection models
- Predictive case completion
Predictive Analytics25%- Model evaluation metrics (AUC, lift, propensity)
- Importing and validating PMML/external models
- Prediction Studio usage
Model Governance & Ethics5%- Bias detection and compliance
- AI governance framework
Adaptive Analytics28%- Adaptive Decision Manager (ADM) concepts
- Model performance monitoring and diagnostics
- Configuring and tuning predictors

Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:

1. Which decision component allows you to monitor the real-time performance of a third-party Churn Model?

A) Predictive Model
B) Adaptive Model
C) PMML Model
D) Scorecard Model


2. To enable an assessment of its reliability, the Adaptive Model produces three outputs:
Propensity. Performance and Evidence.
The performance of an Adaptive Model that has not collected any evidence is_____________________.

A) 0.0
B) 1-0
C) null
D) 0.5


3. The Filter component is used to filter________________,

A) attributes
B) action
C) customers
D) adaptive models


4. The decision components used on the strategy canvas can be individually configured Which function is available when configuring the Group By component?

A) Multiply
B) Divide
C) Average
D) True if Some


5. 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) Absent
C) Defensive
D) Positive


Solutions:

Question # 1
Answer: A
Question # 2
Answer: A
Question # 3
Answer: D
Question # 4
Answer: C
Question # 5
Answer: D

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