3.3Standard
Monitor input distribution and model quality.
Route alerts to the right owners.
Choose two practices.
× Incorrect
Include model, metric, baseline, impact, and confidence in alerts; notify data, model, and business owners separately and gate retraining.
Detailed explanation
IncorrectRetrain immediately on every drift alert
Unverified changes enter production.
CorrectInclude model, metric, baseline, impact, and confidence in the alert
Owners can judge cause and priority.
IncorrectHandle alerts from memory without recording them
Recurrence and response time cannot be analyzed.
CorrectNotify data, model, and business owners by severity and separate retraining conditions
Overreaction is reduced.
Check official documentation
Compare the following points with the official documentation.
AWS公式AIF-C01 Domain 3.3のドリフト監視、アラート、運用対応を確認する。
Official references
What to confirm
ドリフト検知を原因調査と段階的な対応へつなげられる。
Key points
- Alert
- Baseline
- Routing
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
- Compare the definition with the AIF-C01 objective and the service documentation before applying it.
- Keep the concept separate from a particular answer choice or implementation step.
Foundation review
Drift alert
A notification that an input, output, or performance measure has moved beyond a baseline.
Reference period
A time window used to define normal behavior for comparison.
Question IDAWS-AIF-380
EnvironmentAWS公式AIF-C01試験ガイドとAWS公式ドキュメントの確認
Last technical review2026-08-20
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