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Knowledge check

Knowledge check
Complete

Evaluate your understanding of this unit​

Answer the following questions on methodologies, risk and delivery.

Knowledge check illustration
Question 1 of 3
Which risk category best describes model performance degrading because customer behaviour changed after launch?
  • A. Stakeholder risk only
  • B. Purely ethical risk with no operational component
  • C. Data and model risk (often addressed with monitoring and retraining)
Correct Answer: C

Feedback: Shifting real-world patterns drive drift; treat it as a lifecycle data/model risk with operational mitigations.

What is the primary purpose of an ML project charter?
  • A. Replace all technical design documents
  • B. Align scope, success criteria, roles and constraints across stakeholders
  • C. List every hyperparameter you might tune
Correct Answer: B

Feedback: Charters create shared clarity on why the project exists and how success is judged.

When portfolio teams share scarce GPU capacity, what is a good first governance step?
  • A. Visibility into usage and cost with agreed scheduling or quotas
  • B. Banning all training jobs during business hours
  • C. Removing test environments to save GPUs
Correct Answer: A

Feedback: Shared scarce resources need transparency and simple rules before optimisation.