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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Next-Best-Action Concepts | - Core decisioning principles
|
| Text Analytics / NLP | - Leveraging text analytics
|
| Decision Strategies | - Developing and evaluating decision strategies
|
| Adaptive Analytics | - Adaptive model usage
|
| Predictive Analytics | - Creating predictive models
|
| Pega Process AI | - Process AI fundamentals
|
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. A Text Analyzer performs natural language processing on a piece of text. It then produces a structured output, which can be analyzed using reports.
What type of text analysis does the text analyzer perform?
A) Word count
B) Classification
C) Word analysis
D) Cross reference analysis
2. Which two factors do you inspect to assess the general health of the adaptive models in Prediction Studio? (Choose Two.)
A) Number of decisions
B) Model transparency
C) Performance of the models
D) Insights
3. Which component(s) do you use to calculate the average margin of four actions?
A) one Group By component
B) one Set Property component
C) four Group By components
D) four Set Property components
4. To enable an assessment of its reliability, the Adaptive Model produces three outputs:
Propensity. Performance and Evidence.
The performance of an Adaptive Model that has not collected any evidence is_____________________.
A) 1-0
B) 0.5
C) 0.0
D) null
5. What happens when you increase the performance threshold setting of an Adaptive Model rule?
A) The number of active predictors may decrease.
B) The number of active predictors increases.
C) The correlation threshold decreases.
D) The performance of the model is increased.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B,C | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: B |
