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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

SectionObjectives
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
Predictive Analytics- Model training and evaluation
- Predictive model types in Pega (classification, regression)
Pega Decisioning and AI Integration- Adaptive models and decision strategies
- Embedding predictive analytics in Pega applications
Data Preparation- Data cleansing and transformation
- Feature engineering for predictive models

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

1. A company wants to create a data set that includes mock-up customer add Which method is available to populate these fields?

A) Monte Carlo
B) Import
C) Bayesian
D) Propensity


2. A company wants to capture the sentiment of relevant Twitter messages to allow its customer service representatives to concentrate only on the negative messages.
Sentiment refers to the general attitude of the author towards a subject and can be____________.

A) Offensive
B) Positive
C) Defensive
D) Absent


3. What is the most accurate description of proactive retention?

A) Simplifies the process of retaining customers
B) Enables the business to reduce the number of credit risk customers
C) Enables business to respond to customers when they contact a call center
D) Anticipates potential customer churn


4. A contact center application recommends three actions for a customer. The business team wants to know the possible ways in which these actions can be ordered so that the contact center agent can discuss one proposition at a time, starting from the top.
As a strategy designer, if you use a Prioritize component to order the actions, what are your options?

A) In ascending or in descending order based on a numerical value
B) In the order in which they are displayed in the strategy canvas
C) In the order controlled by the contact center agent
D) In a random order


5. Which business objective is best suited for the Next-Best-Action approach?

A) Productivity
B) Growth
C) Change Management
D) Employee satisfaction


Solutions:

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

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