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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: Predictive Analytics | - Model training and evaluation - Predictive model types in Pega (classification, regression) |
| Topic 3: Data Preparation | - Data cleansing and transformation - Feature engineering for predictive models |
| Topic 4: Data Understanding | - Data sources and data types in Pega - Exploratory data analysis concepts |
| Topic 5: Data Sets and Integration | - Data flows and dataset configuration - External data integration with Pega platform |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. U+ Bank has a chat bot to service its customers. When customers initiate a chat, they are asked to describe the issue they would like to resolve. U+ Bank wants to increase customer satisfaction by assigning the support agent from the correct department to help the customer.
As a data scientist, you need to create a model which will predict the correct department based on the customer's input. To do this you build a_______________.
A) Text extraction model
B) Text categorization model
C) Adaptive model
D) Pegs machine learning model
2. To which property is the output of a PMML model automatically mapped?
A) pxSegment
B) pxPMMLOutputd
C) pxResult
D) pxOutcome
3. A telecom company is interested in improving customer engagement on social media. However, there are hundreds of relevant messages posted every day, and it is not practical for customer service representatives (CSRs) to review and respond to all messages. Instead, CSRs should focus on negative messages.
What do you need to analyze the incoming messages?
A) Text extraction model
B) Text categorization model
C) Predictive model
D) Adaptive model
4. 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) merge customer and credit card data
D) add a Group
5. In a strategy defined in the "Retention" issue and the "X-Sell" group, you can import
A) propositions from the Sales issue
B) propositions from all groups under the "Retention" issue
C) propositions from "X-Sell" group
D) all propositions from the system
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: D | Question # 3 Answer: A | Question # 4 Answer: C | Question # 5 Answer: D |
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