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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

SectionObjectives
Topic 1: Decision Strategies- Developing and evaluating decision strategies
  • 1. Understanding decisioning logic
  • 2. Arbitrating between customer actions
Topic 2: Pega Process AI- Process AI fundamentals
  • 1. Creating predictions for fraud detection
  • 2. Using Process AI for case completion predictions
Topic 3: Text Analytics / NLP- Leveraging text analytics
  • 1. Applying NLP outputs within decision strategies
  • 2. Using text analytics for email routing
Topic 4: Predictive Analytics- Creating predictive models
  • 1. Building predictive analytics models
  • 2. Updating predictions with MLOps practices
Topic 5: Adaptive Analytics- Adaptive model usage
  • 1. Monitoring adaptive learning outcomes
  • 2. Predicting customer behaviour using real-time data
Topic 6: Next-Best-Action Concepts- Core decisioning principles
  • 1. Introducing Pega to data scientists
  • 2. Understanding the next-best-action paradigm

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

1. 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


2. A company wants to simulate decisions that requires large amounts of data. However, the organisation's live data is inaccessible. Your advice is to use a Monte Carlo data set.
The Monte Carlo method________________

A) combines external data sets into a larger data set
B) makes the organisation's live data accessible
C) generates data that the company can use as input for adaptive decisioning
D) enables the company to generate random data for most of its application needs


3. evidence an assessment of its viability, the Adaptive Model produces three outputs:
Propensity, Performance and
What is evidence in the context of an Adaptive Model?

A) The number of customers who have responded to the modeled offer
B) The number of statistical bins used to evaluate the response
C) The number of customers who exhibited statistically similar behavior
D) The likelihood of a statistically similar behavior


4. The Prioritize component always outputs

A) all eligible offers
B) top 1 offer
C) on arbitrary number of offers
D) top 3 offers


5. 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


Solutions:

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

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