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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Sets and Integration | - External data integration with Pega platform - Data flows and dataset configuration |
| Topic 2: Data Understanding | - Exploratory data analysis concepts - Data sources and data types in Pega |
| Topic 3: Pega Decisioning and AI Integration | - Adaptive models and decision strategies - Embedding predictive analytics in Pega applications |
| Topic 4: Data Preparation | - Feature engineering for predictive models - Data cleansing and transformation |
| Topic 5: Predictive Analytics | - Model training and evaluation - Predictive model types in Pega (classification, regression) |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. A company uses a Monte Carlo data set containing customer information for testing. They want to extend the data model to include all credit card product usage data. Customers may have multiple cards.
To extend the customer data model with the credit card product usage data, you need to______________..
A) add a Group
B) merge customer and credit card data
C) create a Provider
D) add a Field
2. The Prioritize component always outputs
A) on arbitrary number of offers
B) top 3 offers
C) all eligible offers
D) top 1 offer
3. A Scoring Model allows you to differentiate between
A) Accept, Reject, Maybe Later
B) Good, Bad
C) Good, Better, Best
D) Good, Bad, Unknown
4. 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) product compatibility rules
B) customer contact rules
C) business levers
D) product eligibility rules
5. What is the key characteristic that Next-Best-Action must consider to satisfy customer needs?
A) Relevancy
B) Service
C) Mobility
D) Fraud
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: C | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: B |
