AWS Certified AI Practitioner AIF-C01 Practice Question
In the context of documenting the origins of training data for an Amazon SageMaker model, which concept refers to recording how data moves and is transformed from its original source through each processing step until it reaches its final form?
Data lineage captures the complete lifecycle of a dataset-including its original source, all transformation steps, and where it is ultimately used. Maintaining lineage allows teams to prove data provenance, verify data quality, and satisfy audit requirements. Data cataloging focuses on storing metadata, not the step-by-step flow. Data residency addresses the geographic location where data is stored, and data retention concerns how long data is kept-neither describes tracking the path and transformations of the data itself.
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AWS Certified AI Practitioner AIF-C01
Security, Compliance, and Governance for AI Solutions
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