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: Data Understanding | - Data sources and data types in Pega - Exploratory data analysis concepts |
| Topic 2: Pega Decisioning and AI Integration | - Embedding predictive analytics in Pega applications - Adaptive models and decision strategies |
| Topic 3: Data Preparation | - Feature engineering for predictive models - Data cleansing and transformation |
| Topic 4: Predictive Analytics | - Predictive model types in Pega (classification, regression) - Model training and evaluation |
| Topic 5: Data Sets and Integration | - Data flows and dataset configuration - External data integration with Pega platform |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
1. Which two factors do you inspect to assess the general health of the adaptive models in Prediction Studio? (Choose Two.)
A) Model transparency
B) Number of decisions
C) Performance of the models
D) Insights
2. A telecom company is interested in improving customer engagement on social media. However, there are hundreds of relevant messages posted every day, and it is not practical for customer service representatives (CSRs) to review and respond to all messages. Instead, CSRs should focus on negative messages.
What do you need to analyze the incoming messages?
A) Text extraction model
B) Text categorization model
C) Predictive model
D) Adaptive model
3. The process of importing a third-party predictive model into Pega is_____________?
A) to first convert it into the Pega markup language
B) similar to importing an adaptive model
C) the; same as importing a Pega predictive model
D) simpler than importing a Pega predictive model
4. A company wants to create a data set that includes mock-up customer add Which method is available to populate these fields?
A) Bayesian
B) Propensity
C) Monte Carlo
D) Import
5. 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 likelihood of a statistically similar behavior
B) The number of customers who have responded to the modeled offer
C) The number of statistical bins used to evaluate the response
D) The number of customers who exhibited statistically similar behavior
Solutions:
| Question # 1 Answer: A,C | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: C | Question # 5 Answer: B |
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