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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Adaptive Analytics28%- Adaptive Decision Manager (ADM) concepts
- Model performance monitoring and diagnostics
- Configuring and tuning predictors
Topic 2: Pega Process AI10%- Fraud and risk detection models
- Predictive case completion
Topic 3: AI & Natural Language Processing12%- Sentiment analysis and text processing
- Pega NLP fundamentals
Topic 4: Model Governance & Ethics5%- Bias detection and compliance
- AI governance framework
Topic 5: Decision Strategies & Next-Best-Action20%- Designing and testing decision strategies
- Core decisioning principles
- Arbitration and prioritization logic
Topic 6: Predictive Analytics25%- Importing and validating PMML/external models
- Prediction Studio usage
- Model evaluation metrics (AUC, lift, propensity)

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

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. 1-0
  • B. 0.0
  • C. null
  • D. 0.5
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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

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

Correct Answer: C  🗳️

What happens when you increase the performance threshold setting of an Adaptive Model rule?

  • A. The number of active predictors increases.
  • B. The number of active predictors may decrease.
  • C. The performance of the model is increased.
  • D. The correlation threshold decreases.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

What is the key characteristic that Next-Best-Action must consider to satisfy customer needs?

  • A. Fraud
  • B. Relevancy
  • C. Service
  • D. Mobility
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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. Cross reference analysis
  • B. Word analysis
  • C. Word count
  • D. Classification
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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