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

Two designs were proposed. Design A would summarize datasets with aggregates. Design B would communicate analytical limitations. The team must pick the approach aligned with vendor best practices. Which choice is correct?

Multiple choice — select one answer

Answer choices

  1. a. Bar vs line vs histogram by data type
  2. b. Document assumptions and sample bias
  3. c. Dashboards with clear metrics
  4. d. GROUP BY with clear grain definitions

Architectural breakdown & explanation

Aggregates must match business grain. Compare with Document assumptions and sample bias: Transparency builds trust.

Correct answer(s): d. GROUP BY with clear grain definitions

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

Official documentation & study links

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