DA0-001 Domain 2: Data Mining, Analysis, and Visualization

Two designs were proposed. Design A would visualize trends for stakeholders. Design B would apply basic statistics to samples. The team must pick the approach aligned with vendor best practices. Which choice is correct?

Multiple choice — select one answer

Answer choices

  1. a. Dashboards with clear metrics
  2. b. Mean, median, variance with context
  3. c. Profiling, imputation, and validation rules
  4. d. Scatter plots and coefficient review

Architectural breakdown & explanation

Visualization communicates insights. Compare with Mean, median, variance with context: Statistics support decisions.

Correct answer(s): a. Dashboards with clear metrics

Exam domain: Domain 2: Data Mining, Analysis, and Visualization (35% weight on the official guide).

Official documentation & study links

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