Home / AWS Certified AI Practitioner (AIF-C01) / 1 Practice / AWS-AIF-472
Several sources train a model.
Explain source and license later.
Choose two records.
Hint 1: Focus on the requirement Connect source, collection, transformation, labeling, license, quality results, and affected models across dataset versions.
Hint 2: Key terms Review dataset provenance.
Data provenanceInformation about a dataset's origin, custody, transformation, and use.
Usage licenseTerms that define permitted collection, training, modification, or redistribution.
Dataset versionA named, reproducible revision of records, schema, and processing.
Quality resultRecorded evidence about completeness, validity, duplicates, bias, or other checks. × Incorrect Link source, collection, transformation, labels, version, owner, license, and quality results to the dataset and track impact.
Detailed explanation A Incorrect Keep only the final CSV and discard sources and licenses
Origin and terms are unknown.
B Correct Link source, collection, transformation, label, version, owner, and license to the dataset
Origin and conditions are traceable.
C Correct Keep missingness, duplicates, quality checks, exclusions, and affected models
Reproduction and impact analysis are possible.
D Incorrect Public data needs no purpose or redistribution review
Public access and permission differ.
Check official documentation Compare the following points with the official documentation.
AWS公式AIF-C01 Domain 1.3のデータ来歴、再現性、ライセンスを確認する。
Official references Official documentation 1 Official documentation 2 What to confirm 学習データの出所・変換・利用条件を後から説明できる。
Key points 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 Data provenance Information about a dataset's origin, custody, transformation, and use.
Usage license Terms that define permitted collection, training, modification, or redistribution.
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