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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

SectionObjectives
Predictive Analytics- Predictive model types in Pega (classification, regression)
- Model training and evaluation
Data Sets and Integration- External data integration with Pega platform
- Data flows and dataset configuration
Data Understanding- Exploratory data analysis concepts
- Data sources and data types in Pega
Pega Decisioning and AI Integration- Embedding predictive analytics in Pega applications
- Adaptive models and decision strategies
Data Preparation- Data cleansing and transformation
- Feature engineering for predictive models

Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:

1. According to Forrester, it is far more expensive to attract new customers than it is to prevent existing customers from leaving.
Which model type do you use to predict if a customer is likely to churn?

A) Categorization model
B) Extraction model
C) Predictive model
D) Adaptive model


2. What is the key characteristic that Next-Best-Action must consider to satisfy customer needs?

A) Fraud
B) Service
C) Relevancy
D) Mobility


3. Which data is usually not appropriate to be used as a predictor?

A) Historical interaction data
B) Customer name
C) Usage data
D) Customer zip code


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 eligibility rules
B) customer contact rules
C) product compatibility rules
D) business levers


5. The Filter component is used to filter________________,

A) adaptive models
B) customers
C) action
D) attributes


Solutions:

Question # 1
Answer: C
Question # 2
Answer: B
Question # 3
Answer: D
Question # 4
Answer: A
Question # 5
Answer: A

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