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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Pega Decisioning and AI Integration | - Embedding predictive analytics in Pega applications - Adaptive models and decision strategies |
| Topic 2: Data Understanding | - Exploratory data analysis concepts - Data sources and data types in Pega |
| Topic 3: Data Sets and Integration | - Data flows and dataset configuration - External data integration with Pega platform |
| Topic 4: Data Preparation | - Feature engineering for predictive models - Data cleansing and transformation |
| Topic 5: Predictive Analytics | - Predictive model types in Pega (classification, regression) - Model training and evaluation |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
A company wants to simulate decisions that requires large amounts of data. However, the organisation's live data is inaccessible. Your advice is to use a Monte Carlo data set.
The Monte Carlo method________________
- A. combines external data sets into a larger data set
- B. makes the organisation's live data accessible
- C. generates data that the company can use as input for adaptive decisioning
- D. enables the company to generate random data for most of its application needs
Correct Answer: D 🗳️
A large online store wants to adapt to changing customer behavior, and at the same time does not want to get earned away by every next hype in the market. Adaptive models can help accomplish both business objectives.
Which statement about adaptive models is correct?
- A. Adaptive models perform a scoring model calculation.
- B. Adaptive models perform a spectrum model calculation.
- C. Adaptive models are regression models.
- D. Adaptive models require underlying predictive models.
Correct Answer: C 🗳️
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 statistical bins used to evaluate the response
- B. The number of customers who exhibited statistically similar behavior
- C. The number of customers who have responded to the modeled offer
- D. The likelihood of a statistically similar behavior
Correct Answer: C 🗳️
What is the most accurate description of proactive retention?
- A. Enables business to respond to customers when they contact a call center
- B. Enables the business to reduce the number of credit risk customers
- C. Anticipates potential customer churn
- D. Simplifies the process of retaining customers
Correct Answer: C 🗳️
In a decision strategy, in order to select the proposition with the highest propensity, you use a
- A. Priorities component, and sort propensity from lowest to highest
- B. Priorities component, and sort propensity from highest to lowest
- C. Switch component, and sort propensity from highest to lowest
- D. Switch component, and sort propensity from lowest to highest
Correct Answer: B 🗳️
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