Download Pegasystems : PEGAPCDS87V1 Questions & Answers as PDF & Test Software
Updated: Sep 10, 2026
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Pegasystems PEGAPCDS87V1 Exam Overview:
| Certification Vendor: | Pegasystems |
|---|---|
| Exam Name: | Pega Certified Data Scientist (PCDS) Exam 87V1 |
| Exam Number: | PEGAPCDS87V1 |
| Certificate Validity Period: | 3 years |
| Related Certifications: | Pega Certified System Architect (CSA) Pega Certified Decisioning Consultant |
| Exam Duration: | 90 minutes |
| Exam Price: | USD 175 (may vary by region) |
| Real Exam Qty: | Approximately 60 |
| Available Languages: | English |
| Passing Score: | 70% |
| Exam Format: | Multiple choice, Proctored online exam |
| Recommended Training: | Pega Academy Training |
| Exam Registration: | Pega Certification Registration |
| Sample Questions: | Pegasystems PEGAPCDS87V1 Sample Questions |
| Exam Way: | Online proctored exam via Pega Academy or authorized testing provider |
| Pre Condition: | Recommended: Experience with Pega Platform and basic knowledge of data science concepts. Prior certification such as Pega CSA is beneficial but not strictly required. |
| Official Syllabus URL: | https://academy.pega.com/ |
Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Understanding | - Exploratory data analysis concepts - Data sources and data types in Pega |
| Topic 2: Predictive Analytics | - Predictive model types in Pega (classification, regression) - Model training and evaluation |
| Topic 3: Pega Decisioning and AI Integration | - Adaptive models and decision strategies - Embedding predictive analytics in Pega applications |
| Topic 4: Data Preparation | - Feature engineering for predictive models - Data cleansing and transformation |
| Topic 5: Data Sets and Integration | - External data integration with Pega platform - Data flows and dataset configuration |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
What happens when you increase the performance threshold setting of an Adaptive Model rule?
- A. The number of active predictors may decrease.
- B. The performance of the model is increased.
- C. The number of active predictors increases.
- D. The correlation threshold decreases.
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 have responded to the modeled offer
- C. The number of customers who exhibited statistically similar behavior
- D. The likelihood of a statistically similar behavior
A company uses a Monte Carlo data set containing customer information for testing. They want to extend the data model to include all credit card product usage data. Customers may have multiple cards.
To extend the customer data model with the credit card product usage data, you need to______________..
- A. create a Provider
- B. merge customer and credit card data
- C. add a Group
- D. add a Field
To enable an assessment of its reliability, the Adaptive Model produces three outputs:
Propensity. Performance and Evidence.
The performance of an Adaptive Model that has not collected any evidence is_____________________.
- A. 0.0
- B. null
- C. 1-0
- D. 0.5
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. Champion Challenger
- B. Adaptive Model
- C. Switch
- D. Filter
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