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 |
|---|---|
| Data Sets and Integration | - Data flows and dataset configuration - External data integration with Pega platform |
| Predictive Analytics | - Predictive model types in Pega (classification, regression) - Model training and evaluation |
| Data Preparation | - Feature engineering for predictive models - Data cleansing and transformation |
| Pega Decisioning and AI Integration | - Adaptive models and decision strategies - Embedding predictive analytics in Pega applications |
| Data Understanding | - Data sources and data types in Pega - Exploratory data analysis concepts |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
As a Data Scientist you want to use a predictive model to detect potential churn for a telco company .
Which three options do you have? (Choose Three)
- A. Use Pega machine learning to build a model
- B. Create a Text extraction model
- C. Import a third party PMML model
- D. Create an adaptive self-learning model
- E. Use a Google ML model
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. Filter
- B. Adaptive Model
- C. Switch
- D. Champion Challenger
When executing a decision strategy, the dotted line arrow in a decision strategy means data is_____________?
- A. copied to the component the arrow points to
- B. referenced by the component the arrow originates from
- C. referenced by the component the arrow points to
- D. copied to the component the arrow originates from
When a new component is added to the strategy canvas, its Rank value will be
- A. One higher than the current highest Rank
- B. Not set
- C. 1
- D. 0
Which Adaptive Model output is automatically mapped to a strategy property?
- A. propensity
- B. evidence
- C. score
- D. performance
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