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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 Preparation | - Data cleansing and transformation - Feature engineering for predictive models |
| Topic 3: Pega Decisioning and AI Integration | - Embedding predictive analytics in Pega applications - Adaptive models and decision strategies |
| Topic 4: Data Understanding | - Data sources and data types in Pega - Exploratory data analysis concepts |
| 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) the offer was accepted by similar customers
C) similar offers were accepted by the customer
D) similar offers were rejected by the customer
2. In a decision strategy, in order to select the proposition with the highest propensity, you use a
A) Priorities component, and sort propensity from lowest to highest
B) Switch component, and sort propensity from highest to lowest
C) Switch component, and sort propensity from lowest to highest
D) Priorities component, and sort propensity from highest to lowest
3. 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
4. When executing a decision strategy, the dotted line arrow in a decision strategy means data is_____________?
A) copied to the component the arrow originates from
B) copied to the component the arrow points to
C) referenced by the component the arrow points to
D) referenced by the component the arrow originates from
5. The Adaptive Model component in a strategy computes
A) a unique accept rate for each action
B) a single propensity value for all actions
C) a single accept rate for all actions
D) a propensity value for each action
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: C | Question # 5 Answer: A |





