End-to-end lineage with DVC and Amazon SageMaker AI MLflow apps

2026-04-21 07:43 GMT · 4 days ago aimagpro.com

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.