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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Pega Decisioning and AI Integration | - Embedding predictive analytics in Pega applications - Adaptive models and decision strategies |
| Topic 2: Data Preparation | - Feature engineering for predictive models - Data cleansing and transformation |
| Topic 3: Data Understanding | - Exploratory data analysis concepts - Data sources and data types in Pega |
| Topic 4: Predictive Analytics | - Predictive model types in Pega (classification, regression) - Model training and evaluation |
| Topic 5: Data Sets and Integration | - External data integration with Pega platform - Data flows and dataset configuration |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. 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
2. Which data is usually not appropriate to be used as a predictor?
A) Customer name
B) Usage data
C) Customer zip code
D) Historical interaction data
3. In a strategy defined in the "Retention" issue and the "X-Sell" group, you can import
A) all propositions from the system
B) propositions from all groups under the "Retention" issue
C) propositions from the Sales issue
D) propositions from "X-Sell" group
4. The implementation of Next-Best-Action must involve
A) building a product catalog
B) defining a prioritization formula using contact policies
C) defining business issue and group hierarchy
D) inclusion of third party predictive models
5. What are two results of an Adaptive Model? (Choose Two)
A) Priority
B) Propensity
C) Segment
D) Performance
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: A | Question # 4 Answer: C | Question # 5 Answer: B,D |


