フリー問題

Databricks Certified Machine Learning Professional のフリー問題 16 / 20 問目

問題文

A retraining workflow will run without human involvement. Which step must be included so that a bad candidate cannot reach production?

選択肢

  1. A validation step that evaluates the candidate against defined criteria and stops the workflow before the deployment step when the criteria are not met, which is where a gate can stop the run.
  2. A step that increases the candidate's traffic share gradually, since a bad model will be detected by monitoring before it affects many requests, and the share can be reduced again as soon as the numbers turn.
  3. A notification step that informs the team after the deployment, so a human can roll back if the metrics look wrong, with the rollback in human hands.
  4. A step that compares the candidate's training duration to the incumbent's, since an unusually fast run indicates a problem, so the duration serves as the gate for promotion.

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