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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Preparation- Feature engineering for predictive models
- Data cleansing and transformation
Topic 2: Pega Decisioning and AI Integration- Embedding predictive analytics in Pega applications
- Adaptive models and decision strategies
Topic 3: Data Understanding- Exploratory data analysis concepts
- Data sources and data types in Pega
Topic 4: Predictive Analytics- Model training and evaluation
- Predictive model types in Pega (classification, regression)
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. The Adaptive Model component in a strategy computes

A) a propensity value for each action
B) a unique accept rate for each action
C) a single accept rate for all actions
D) a single propensity value for all actions


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


3. The Filter component is used to filter________________,

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


4. The process of importing a third-party predictive model into Pega is_____________?

A) similar to importing an adaptive model
B) simpler than importing a Pega predictive model
C) to first convert it into the Pega markup language
D) the; same as importing a Pega predictive model


5. When building a predictive model, what is a valid predictor data type?

A) Character
B) Symbolic
C) Boolean
D) String


Solutions:

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

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