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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

SectionObjectives
Predictive Analytics- Predictive model types in Pega (classification, regression)
- Model training and evaluation
Data Preparation- Data cleansing and transformation
- Feature engineering for predictive models
Pega Decisioning and AI Integration- Adaptive models and decision strategies
- Embedding predictive analytics in Pega applications
Data Understanding- Exploratory data analysis concepts
- Data sources and data types in Pega
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. A legal firm wants to use text analytics for easier and faster access to information to help with compliance related issues. The legal firm needs a taxonomy of legal concepts.
What is a taxonomy?

A) A list of business rules
B) A sentiment analysis model
C) The output of an expert survey
D) A list of valid categories


2. The decision components used on the strategy canvas can be individually configured Which function is available when configuring the Group By component?

A) True if Some
B) Multiply
C) Average
D) Divide


3. 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 Field
B) create a Provider
C) add a Group
D) merge customer and credit card data


4. Which property is automatically recomputed for each decision component?

A) Rank
B) Priority
C) Propensity
D) Order


5. In a Prioritize component, the best action can be determined based on the value of

A) Customer,Value
B) Customer.Income
C) Average Margin
D) Propensity


Solutions:

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

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