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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Understanding | - Data sources and data types in Pega - Exploratory data analysis concepts |
| Pega Decisioning and AI Integration | - Embedding predictive analytics in Pega applications - Adaptive models and decision strategies |
| Predictive Analytics | - Model training and evaluation - Predictive model types in Pega (classification, regression) |
| Data Preparation | - Feature engineering for predictive models - Data cleansing and transformation |
| Data Sets and Integration | - Data flows and dataset configuration - External data integration with Pega platform |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
Which data is usually not appropriate to be used as a predictor?
- A. Usage data
- B. Customer zip code
- C. Historical interaction data
- D. Customer name
Correct Answer: B 🗳️
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 an adaptive self-learning model
- C. Create a Text extraction model
- D. Import a third party PMML model
- E. Use a Google ML model
Correct Answer: A,C,D 🗳️
What is the most accurate description of proactive retention?
- A. Enables the business to reduce the number of credit risk customers
- B. Enables business to respond to customers when they contact a call center
- C. Anticipates potential customer churn
- D. Simplifies the process of retaining customers
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. Word analysis
- B. Classification
- C. Word count
- D. Cross reference analysis
Correct Answer: B 🗳️
The decision components used on the strategy canvas can be individually configured Which function is available when configuring the Group By component?
- A. Average
- B. Divide
- C. Multiply
- D. True if Some
Correct Answer: A 🗳️
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