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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Preparation | - Feature engineering for predictive models - Data cleansing and transformation |
| Data Understanding | - Data sources and data types in Pega - Exploratory data analysis concepts |
| Predictive Analytics | - Predictive model types in Pega (classification, regression) - Model training and evaluation |
| Data Sets and Integration | - External data integration with Pega platform - Data flows and dataset configuration |
| Pega Decisioning and AI Integration | - Adaptive models and decision strategies - Embedding predictive analytics in Pega applications |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. In a Set Property component, the Rank value is determined by______________.
A) the sequence in which it appears on the canvas
B) the data transform
C) the default value of the Rank
D) the order in which the actions are received
2. When selecting the list of predictors for an adaptive model you should
A) consider a wide range of properties
B) select at least one date property
C) always use numeric type for integer properties
D) select up to a maximum of 500 predictors
3. 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) Cross reference analysis
C) Word count
D) Classification
4. In a strategy defined in the "Retention" issue and the "X-Sell" group, you can import
A) propositions from all groups under the "Retention" issue
B) propositions from the Sales issue
C) propositions from "X-Sell" group
D) all propositions from the system
5. Which Adaptive Model output is automatically mapped to a strategy property?
A) score
B) evidence
C) performance
D) propensity
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: D | Question # 5 Answer: B |






