Governing ML Lifecycle metadata using Collibra

The video on this post shows how we used Collibra's metadata management and governance capabilities to manage a complete ML lifecycle. As metadata piles up in a data science organization around modeling, experimentation and data engineering, providing governance and intelligence capabilities is essential for long term management and oversight.

Adding role based permissions and using Collibra's workflow capabilities for approvals and promotions make it a complete solution.