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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Predictive Analytics | - Model training and evaluation - Predictive model types in Pega (classification, regression) |
| Topic 2: Data Preparation | - Feature engineering for predictive models - Data cleansing and transformation |
| Topic 3: Data Sets and Integration | - External data integration with Pega platform - Data flows and dataset configuration |
| Topic 4: Data Understanding | - Data sources and data types in Pega - Exploratory data analysis concepts |
| Topic 5: Pega Decisioning and AI Integration | - Adaptive models and decision strategies - Embedding predictive analytics in Pega applications |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. What is the key characteristic that Next-Best-Action must consider to satisfy customer needs?
A) Service
B) Relevancy
C) Mobility
D) Fraud
2. Which decision component allows you to monitor the real-time performance of a third-party Churn Model?
A) Predictive Model
B) Scorecard Model
C) PMML Model
D) Adaptive Model
3. You are a company with a new and unique product, and you want to offer it to the right customer.
Given the scenario, which rule type should you use?
A) Predictive Model
B) Decision Table
C) Scorecard
D) Adaptive Model
4. 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 categorization model
B) Text extraction model
C) Adaptive model
D) Pegs machine learning model
5. An online store is interested in increasing its revenues from cross-selling and wants to predict the acceptance rate of the offers presented on their website.
A customer's propensity to accept an offer increases when___________________. .
A) the offer was rejected by similar customers
B) the offer was accepted by similar customers
C) similar offers were accepted by the customer
D) similar offers were rejected by the customer
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: C |
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