Several teams register candidate models.
Only evaluated models may enter production.
Choose two operational practices.
Attach data, code, evaluation, risk, approver, and purpose to each version, then use approval gates, staged rollout, rollback, and retirement controls.
Detailed explanation
The model's origin and state are traceable.
The model's origin and state are traceable.
Production lifecycle decisions are controlled.
Production lifecycle decisions are controlled.
Unreviewed or out-of-scope models can be released.
Unreviewed or out-of-scope models can be released.
Production use can no longer be explained.
Production use can no longer be explained.
Try it yourself
An example you can run in a temporary verification environment.
AWS公式AIF-C01 Domain 1.3のモデルレジストリ、承認、デプロイを確認する。Expected result
モデルをファイルではなく承認状態を持つ運用資産として管理できる。Key points
- Model version
- Approval gate
- Rollback
Notes
- Environment: AWS公式AIF-C01試験ガイドとAWS公式ドキュメントの確認
- Command output formatting can vary slightly by distribution or tool version.
- Run the example in a temporary directory or process when possible.
Foundation review
Read the scope first
Check whether the command acts on the current shell, a new process, an existing process, or a file.
Verify the observable result
Use the supplied command and compare the output with the expected result.