• Exam Code: PEGAPCDS87V1
  • Exam Name: Pega Certified Data Scientist (PCDS) 87V1
  • Certification Provider: Pegasystems
  • Corresponding Certification:Pega PCDS
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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

SectionObjectives
Topic 1: Predictive Analytics- Creating predictive models
  • 1. Updating predictions with MLOps practices
  • 2. Building predictive analytics models
Topic 2: Decision Strategies- Developing and evaluating decision strategies
  • 1. Arbitrating between customer actions
  • 2. Understanding decisioning logic
Topic 3: Text Analytics / NLP- Leveraging text analytics
  • 1. Using text analytics for email routing
  • 2. Applying NLP outputs within decision strategies
Topic 4: Next-Best-Action Concepts- Core decisioning principles
  • 1. Introducing Pega to data scientists
  • 2. Understanding the next-best-action paradigm
Topic 5: Adaptive Analytics- Adaptive model usage
  • 1. Predicting customer behaviour using real-time data
  • 2. Monitoring adaptive learning outcomes
Topic 6: Pega Process AI- Process AI fundamentals
  • 1. Creating predictions for fraud detection
  • 2. Using Process AI for case completion predictions

Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:

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. Predictive model
  • B. Text categorization model
  • C. Text extraction model
  • D. Adaptive model
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

According to Forrester, it is far more expensive to attract new customers than it is to prevent existing customers from leaving.
Which model type do you use to predict if a customer is likely to churn?

  • A. Predictive model
  • B. Adaptive model
  • C. Extraction model
  • D. Categorization model
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

When building a predictive model, what is a valid predictor data type?

  • A. Character
  • B. String
  • C. Boolean
  • D. Symbolic
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Which Adaptive Model output is automatically mapped to a strategy property?

  • A. evidence
  • B. performance
  • C. score
  • D. propensity
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

In a decision strategy, to import actions you use a(n)_____________________.

  • A. Data import component
  • B. Proposition data component
  • C. Import data component
  • D. Offer data component
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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