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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Understanding | - Exploratory data analysis concepts - Data sources and data types in Pega |
| Pega Decisioning and AI Integration | - Adaptive models and decision strategies - Embedding predictive analytics in Pega applications |
| 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 | - Data cleansing and transformation - Feature engineering for predictive models |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
You are a company with a new and unique product, and you want to offer it to the right customer.
Given the scenario, which rule type should you use?
- A. Decision Table
- B. Predictive Model
- C. Scorecard
- D. Adaptive Model
Correct Answer: A 🗳️
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 the order in which they are displayed in the strategy canvas
- B. In a random order
- C. In the order controlled by the contact center agent
- D. In ascending or in descending order based on a numerical value
Correct Answer: C 🗳️
When selecting the list of predictors for an adaptive model you should
- A. select up to a maximum of 500 predictors
- B. always use numeric type for integer properties
- C. select at least one date property
- D. consider a wide range of properties
Correct Answer: A 🗳️
According to Forrester, it is far more expensive to attract new customers than it is to prevent existing customers from leaving.
Which model type do you use to predict if a customer is likely to churn?
- A. Extraction model
- B. Adaptive model
- C. Predictive model
- D. Categorization model
Correct Answer: C 🗳️
Which data is usually not appropriate to be used as a predictor?
- A. Usage data
- B. Customer name
- C. Customer zip code
- D. Historical interaction data
Correct Answer: C 🗳️
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