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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Predictive Analytics | - Model training and evaluation - Predictive model types in Pega (classification, regression) |
| Topic 2: Pega Decisioning and AI Integration | - Adaptive models and decision strategies - Embedding predictive analytics in Pega applications |
| Topic 3: Data Preparation | - Feature engineering for predictive models - Data cleansing and transformation |
| Topic 4: Data Sets and Integration | - External data integration with Pega platform - Data flows and dataset configuration |
| Topic 5: Data Understanding | - Data sources and data types in Pega - Exploratory data analysis concepts |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
Question 1
What is the most accurate description of proactive retention?
A. Enables business to respond to customers when they contact a call center
B. Simplifies the process of retaining customers
C. Anticipates potential customer churn
D. Enables the business to reduce the number of credit risk customers
Question 2
In a Set Property component, the Rank value is determined by______________.
A. the order in which the actions are received
B. the data transform
C. the default value of the Rank
D. the sequence in which it appears on the canvas
Question 3
In a strategy defined in the "Retention" issue and the "X-Sell" group, you can import
A. propositions from "X-Sell" group
B. propositions from all groups under the "Retention" issue
C. all propositions from the system
D. propositions from the Sales issue
Question 4
Which property is automatically recomputed for each decision component?
A. Rank
B. Propensity
C. Order
D. Priority
Question 5
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. add a Field
D. create a Provider
Solutions:
| Question 1 Answer: C | Question 2 Answer: C | Question 3 Answer: C | Question 4 Answer: B | Question 5 Answer: B |






