Artificial Intelligence
Author: Manuwai Korber
End-to-end lineage with DVC and Amazon SageMaker AI MLflow apps
In this post, we show how to combine DVC (Data Version Control), Amazon SageMaker AI, and Amazon SageMaker AI MLflow Apps to build end-to-end ML model lineage. We walk through two deployable patterns — dataset-level lineage and record-level lineage — that you can run in your own AWS account using the companion notebooks.