SageMaker ML Lineage Tracking

Overview

Creates and stores information about the steps of an ML workflow (MLOps)

Features

• Create & Store your ML workflow

• Keep a running history of your model

• Tracking & auditing for compliance

• Auto or manually-created tracking entities

Lineage tracking entities

• Trial component

  • processing job

  • training job

  • transform job

• Trial: a model composed of trial components.

• Experiment: a group of trial for given use case.

• Context: logical grouping of entities.