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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Pega Decisioning and AI Integration | - Adaptive models and decision strategies - Embedding predictive analytics in Pega applications |
| Topic 2: Data Sets and Integration | - External data integration with Pega platform - Data flows and dataset configuration |
| Topic 3: Predictive Analytics | - Model training and evaluation - Predictive model types in Pega (classification, regression) |
| Topic 4: Data Preparation | - Data cleansing and transformation - Feature engineering for predictive models |
| Topic 5: Data Understanding | - Exploratory data analysis concepts - Data sources and data types in Pega |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
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 are regression models.
- B. Adaptive models perform a scoring model calculation.
- C. Adaptive models perform a spectrum model calculation.
- D. Adaptive models require underlying predictive models.
Correct Answer: A 🗳️
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. Switch
- B. Champion Challenger
- C. Adaptive Model
- D. Filter
Correct Answer: C 🗳️
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. Cross reference analysis
- B. Word analysis
- C. Classification
- D. Word count
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. Simplifies the process of retaining customers
- C. Enables the business to reduce the number of credit risk customers
- D. Anticipates potential customer churn
Correct Answer: D 🗳️
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. Scorecard
- B. Predictive Model
- C. Decision Table
- D. Adaptive Model
Correct Answer: C 🗳️
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