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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

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

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

1. The Prediction Studio portal supports the creation of two distinct types of predictive Scoring models are used to__________________.

A) predict binary behavior
B) predict continuous behavior
C) score different propositions
D) differentiate between good, better and best


2. What happens when you increase the performance threshold setting of an Adaptive Model rule?

A) The correlation threshold decreases.
B) The number of active predictors increases.
C) The number of active predictors may decrease.
D) The performance of the model is increased.


3. An online store is interested in increasing its revenues from cross-selling and wants to predict the acceptance rate of the offers presented on their website.
A customer's propensity to accept an offer increases when___________________. .

A) the offer was rejected by similar customers
B) similar offers were accepted by the customer
C) the offer was accepted by similar customers
D) similar offers were rejected by the customer


4. Which two factors do you inspect to assess the general health of the adaptive models in Prediction Studio? (Choose Two.)

A) Model transparency
B) Number of decisions
C) Insights
D) Performance of the models


5. Many companies already use third-part predictive models and want to reuse these assets in the Pega Decision Management tandscape.
Which decision component allows you to use a third-party Credit Risk Model 80% of the time and a Pega Credit Risk Model 20%?

A) Adaptive Model
B) Champion Challenger
C) Switch
D) Filter


Solutions:

Question # 1
Answer: A
Question # 2
Answer: B
Question # 3
Answer: B
Question # 4
Answer: A,D
Question # 5
Answer: A

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