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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Understanding | - Data sources and data types in Pega - Exploratory data analysis concepts |
| Topic 2: Data Preparation | - Data cleansing and transformation - Feature engineering for predictive models |
| Topic 3: Data Sets and Integration | - External data integration with Pega platform - Data flows and dataset configuration |
| Topic 4: Pega Decisioning and AI Integration | - Adaptive models and decision strategies - Embedding predictive analytics in Pega applications |
| Topic 5: Predictive Analytics | - Predictive model types in Pega (classification, regression) - Model training and evaluation |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
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. Champion Challenger
- D. Switch
In a decision strategy, to import actions you use a(n)_____________________.
- A. Proposition data component
- B. Import data component
- C. Offer data component
- D. Data import component
A contact center application recommends three actions for a customer. The business team wants to know the possible ways in which these actions can be ordered so that the contact center agent can discuss one proposition at a time, starting from the top.
As a strategy designer, if you use a Prioritize component to order the actions, what are your options?
- A. In ascending or in descending order based on a numerical value
- B. In a random order
- C. In the order in which they are displayed in the strategy canvas
- D. In the order controlled by the contact center agent
In a Prioritize component, the best action can be determined based on the value of
- A. Propensity
- B. Customer,Value
- C. Average Margin
- D. Customer.Income
Which business objective is best suited for the Next-Best-Action approach?
- A. Employee satisfaction
- B. Growth
- C. Change Management
- D. Productivity
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