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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

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

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) Fraud
B) Service
C) Relevancy
D) Mobility


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) only negative behavior values
D) one or more positive behavior values


3. A company wants to create a data set that includes mock-up customer add Which method is available to populate these fields?

A) Propensity
B) Bayesian
C) Monte Carlo
D) Import


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


5. Many companies already use third-part predictive models and want to reuse these assets in the Pega Decision Management tandscape.
Which decision component allows you to use a third-party Credit Risk Model 80% of the time and a Pega Credit Risk Model 20%?

A) Champion Challenger
B) Adaptive Model
C) Filter
D) Switch


Solutions:

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

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