Aligning label definitions | AWS Certified AI Practitioner (AIF-C01) original practice question

1.2Standard

Several teams label fraudulent transactions.

Reduce differences in judgments.

Choose two quality practices.

Hint 1: Focus on the requirement

Identify what must change and what must remain unchanged. Then choose the command whose scope matches that requirement.

Hint 2: Check each command's role

Separate commands that display information, change state, remove data, or affect a child process.

Detailed explanation

CorrectDocument positive, negative, unknown, boundary, and priority rules

Labeling criteria are aligned.

CorrectMonitor duplicate agreement, team differences, and re-review rates

Label quality changes become visible.

IncorrectLet each labeler decide independently

Definitions diverge.

IncorrectDo not record label-version changes

Data meaning cannot be traced.

An example you can run in a temporary verification environment.

AWS公式AIF-C01 Domain 1.2のラベル品質、データ準備、機械学習ライフサイクルを確認する。

ラベル定義の不一致を検知し、版付きの基準へ改善できる。

Foundation review

Check whether the command acts on the current shell, a new process, an existing process, or a file.

Use the supplied command and compare the output with the expected result.

Question IDAWS-AIF-373

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