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AIF-C01 · Question #134

Which phase of the ML lifecycle determines compliance and regulatory requirements?

The correct answer is D. Business goal identification. The business goal identification phase of the ML lifecycle involves defining the objectives of the project and understanding the requirements, including compliance and regulatory considerations. This phase ensures the ML solution aligns with legal and organizational standards…

Submitted by yaw92· Mar 30, 2026Fundamentals of AI and ML

Question

Which phase of the ML lifecycle determines compliance and regulatory requirements?

Options

  • AFeature engineering
  • BModel training
  • CData collection
  • DBusiness goal identification

How the community answered

(49 responses)
  • A
    8% (4)
  • B
    2% (1)
  • C
    4% (2)
  • D
    86% (42)

Explanation

The business goal identification phase of the ML lifecycle involves defining the objectives of the project and understanding the requirements, including compliance and regulatory considerations. This phase ensures the ML solution aligns with legal and organizational standards before proceeding to technical stages like data collection or model training. The business goal identification phase involves defining the problem to be solved, identifying success metrics, and determining compliance and regulatory requirements to ensure the ML solution adheres to legal and organizational standards.

Topics

#ML lifecycle#compliance#regulatory requirements#business goals

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