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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Preparation | - Data cleansing and transformation - Feature engineering for predictive models |
| Topic 2: Data Understanding | - Exploratory data analysis concepts - Data sources and data types in Pega |
| Topic 3: Data Sets and Integration | - External data integration with Pega platform - Data flows and dataset configuration |
| Topic 4: Pega Decisioning and AI Integration | - Adaptive models and decision strategies - Embedding predictive analytics in Pega applications |
| Topic 5: Predictive Analytics | - Predictive model types in Pega (classification, regression) - Model training and evaluation |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. 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 rejected by the customer
C) similar offers were accepted by the customer
D) the offer was accepted by similar customers
2. To which property is the output of a PMML model automatically mapped?
A) pxSegment
B) pxOutcome
C) pxResult
D) pxPMMLOutputd
3. In a Prioritize component, the best action can be determined based on the value of
A) Customer.Income
B) Average Margin
C) Propensity
D) Customer,Value
4. As a Data Scientist you want to use a predictive model to detect potential churn for a telco company .
Which three options do you have? (Choose Three)
A) Import a third party PMML model
B) Use Pega machine learning to build a model
C) Create a Text extraction model
D) Create an adaptive self-learning model
E) Use a Google ML model
5. You are the Decisioning Consultant on an Al-powered one-to-one Customer Engagement implementation project. You are asked to design the Next-Best-Action prioritization expression that balances the customer needs with the business objectives.
What factors do you consider in the prioritization expression?
A) business levers
B) product eligibility rules
C) customer contact rules
D) product compatibility rules
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B | Question # 3 Answer: D | Question # 4 Answer: A,B,C | Question # 5 Answer: B |




