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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

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

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

1. A company wants to capture the sentiment of relevant Twitter messages to allow its customer service representatives to concentrate only on the negative messages.
Sentiment refers to the general attitude of the author towards a subject and can be____________.

A) Absent
B) Defensive
C) Positive
D) Offensive


2. In a decision strategy, in order to select the proposition with the highest propensity, you use a

A) Priorities component, and sort propensity from highest to lowest
B) Switch component, and sort propensity from lowest to highest
C) Priorities component, and sort propensity from lowest to highest
D) Switch component, and sort propensity from highest to lowest


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


4. According to Forrester, it is far more expensive to attract new customers than it is to prevent existing customers from leaving.
Which model type do you use to predict if a customer is likely to churn?

A) Extraction model
B) Predictive model
C) Adaptive model
D) Categorization model


5. When selecting the list of predictors for an adaptive model you should

A) select up to a maximum of 500 predictors
B) consider a wide range of properties
C) select at least one date property
D) always use numeric type for integer properties


Solutions:

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

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