Exam Name: Pega Certified Data Scientist (PCDS) 87V1
Certification Provider: Pegasystems
Corresponding Certification: Pega PCDS
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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: Predictive Analytics | - Predictive model types in Pega (classification, regression) - Model training and evaluation |
| Topic 3: Data Sets and Integration | - Data flows and dataset configuration - External data integration with Pega platform |
| 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 perform a scoring model calculation.
- B. Adaptive models require underlying predictive models.
- C. Adaptive models are regression models.
- D. Adaptive models perform a spectrum model calculation.
Correct Answer: C 🗳️
In a strategy defined in the "Retention" issue and the "X-Sell" group, you can import
- A. propositions from "X-Sell" group
- B. propositions from the Sales issue
- C. all propositions from the system
- D. propositions from all groups under the "Retention" issue
Correct Answer: C 🗳️
What are two results of an Adaptive Model? (Choose Two)
- A. Segment
- B. Priority
- C. Propensity
- D. Performance
Correct Answer: C,D 🗳️
Which decision component allows you to monitor the real-time performance of a third-party Churn Model?
- A. Predictive Model
- B. Adaptive Model
- C. PMML Model
- D. Scorecard Model
Correct Answer: A 🗳️
What happens when you increase the performance threshold setting of an Adaptive Model rule?
- A. The performance of the model is increased.
- B. The correlation threshold decreases.
- C. The number of active predictors may decrease.
- D. The number of active predictors increases.
Correct Answer: D 🗳️
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