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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

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

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

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


2. When defining outcomes for an Adaptive Model you must define_________________.

A) behavior values to be ignored
B) positive, negative and neutral behavior values
C) one or more positive behavior values
D) only negative behavior values


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


4. The Adaptive Model component in a strategy computes

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


5. 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) add a Group
C) create a Provider
D) merge customer and credit card data


Solutions:

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

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