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NewsAWS Machine LearningSep 8, 2026

UpdateRecord in SageMaker Feature Store

SageMaker Feature Store adds the UpdateRecord API. This allows updating only a subset of features, avoiding re-reading and rewriting the entire dataset to enable faster processing. It directly improves model continual learning and practical workflow efficiency.

Why it mattersImmediate reflection of fine-tuning features improves operational agility.

CloudMachine LearningData Management
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