Asset Versioning And Lineage Tracking With Data Contracts

via “data asset registration and versioning with lineage tracking”

Visual Studio Code extension for Azure Machine Learning

Unique: Integrates Azure ML's data registry into VS Code, enabling one-click data asset registration with automatic versioning and lineage tracking. Captures data source metadata and tracks which experiments consumed each version.

vs others: More integrated with Azure ML than DVC for data versioning, but less flexible for non-Azure storage backends.