Multiple teams publish datasets.
Search by owner, classification, quality, and purpose without copying the physical files.
Which service is most appropriate?
Use a data-asset catalog such as Amazon SageMaker Catalog to manage searchable metadata and ownership.
Detailed explanation
The catalog manages asset metadata, owners, classifications, terms, and quality for search.
The catalog manages asset metadata, owners, classifications, terms, and quality for search.
API actors do not describe data structure, quality, or ownership.
API actors do not describe data structure, quality, or ownership.
A path name cannot capture ownership, quality, purpose, and access decisions sufficiently.
A path name cannot capture ownership, quality, purpose, and access decisions sufficiently.
Queue names identify messaging destinations, not analytical data assets.
Queue names identify messaging destinations, not analytical data assets.
Check official documentation
Compare the following points with the official documentation.
Amazon SageMaker Catalog、データ資産、メタデータ検索、ガバナンスの公式説明を確認する。
What to confirm
保存場所の命名・監査ログ・キュー名とデータ資産カタログを区別できる。
Key points
- SageMaker Catalog
- Data asset
- Metadata
- Discovery
Notes
- Environment: AWS公式DEA-C01試験ガイドと各サービスの公式ドキュメントの確認
- Confirm current AWS service behavior in the official DEA-C01 documentation.
Foundation review
Discovery and governance
Searchability must be paired with ownership, quality, and access decisions.
Physical independence
Catalog metadata can describe an asset without duplicating its underlying files.