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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

SectionObjectives
Adaptive Analytics- Adaptive model usage
  • 1. Monitoring adaptive learning outcomes
  • 2. Predicting customer behaviour using real-time data
Decision Strategies- Developing and evaluating decision strategies
  • 1. Understanding decisioning logic
  • 2. Arbitrating between customer actions
Pega Process AI- Process AI fundamentals
  • 1. Creating predictions for fraud detection
  • 2. Using Process AI for case completion predictions
Predictive Analytics- Creating predictive models
  • 1. Building predictive analytics models
  • 2. Updating predictions with MLOps practices
Next-Best-Action Concepts- Core decisioning principles
  • 1. Understanding the next-best-action paradigm
  • 2. Introducing Pega to data scientists
Text Analytics / NLP- Leveraging text analytics
  • 1. Using text analytics for email routing
  • 2. Applying NLP outputs within decision strategies

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) Relevancy
B) Mobility
C) Service
D) Fraud


2. A large online store wants to adapt to changing customer behavior, and at the same time does not want to get earned away by every next hype in the market. Adaptive models can help accomplish both business objectives.
Which statement about adaptive models is correct?

A) Adaptive models perform a scoring model calculation.
B) Adaptive models are regression models.
C) Adaptive models perform a spectrum model calculation.
D) Adaptive models require underlying predictive models.


3. 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) Adaptive model
B) Pegs machine learning model
C) Text extraction model
D) Text categorization model


4. In a strategy defined in the "Retention" issue and the "X-Sell" group, you can import

A) propositions from all groups under the "Retention" issue
B) propositions from "X-Sell" group
C) all propositions from the system
D) propositions from the Sales issue


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 accepted by similar customers
B) similar offers were rejected by the customer
C) similar offers were accepted by the customer
D) the offer was rejected by similar customers


Solutions:

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

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