Exam Name: Pega Certified Data Scientist (PCDS) 87V1
Certification Provider: Pegasystems
Corresponding Certification: Pega PCDS
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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Next-Best-Action Concepts | - Core decisioning principles
|
| Topic 2: Adaptive Analytics | - Adaptive model usage
|
| Topic 3: Pega Process AI | - Process AI fundamentals
|
| Topic 4: Decision Strategies | - Developing and evaluating decision strategies
|
| Topic 5: Text Analytics / NLP | - Leveraging text analytics
|
| Topic 6: Predictive Analytics | - Creating predictive models
|
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
What is the key characteristic that Next-Best-Action must consider to satisfy customer needs?
- A. Fraud
- B. Service
- C. Relevancy
- D. Mobility
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
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
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
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
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