AWS Certified AI Practitioner AIF-C01 Practice Question
A company needs a managed AWS feature that can automatically crawl data stored in Amazon S3, create a searchable catalog of the dataset's metadata, and enable the team to track where the data originated for AI model training. Which service should the company use?
The AWS Glue Data Catalog works with AWS Glue crawlers to scan data sources such as Amazon S3, infer their schema, and store technical metadata in a centralized catalog. Because the catalog captures source locations and schema details, it helps teams document data lineage and support traceability requirements. Amazon Macie focuses on sensitive-data discovery, AWS Artifact provides compliance reports, and Amazon Inspector assesses security of compute resources; none of these services build a data catalog for lineage purposes.
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What is AWS Glue Data Catalog?
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What is the AWS Glue Data Catalog?
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How do AWS Glue crawlers work with the Data Catalog?
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Why is data lineage important for AI model training?
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AWS Certified AI Practitioner AIF-C01
Security, Compliance, and Governance for AI Solutions
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