Problem: How to introduce ml-based production/features to cross-functional teams.

Question: - Where can we find the best version of this model? - audit - test - deploy - reuse - How was this model trained? - How can we track this docs for each models? - How can we review models? - How can we integrate with tools and services?

Model Registry#

An model registry serves as a centralized repository, enabling effective model management and documentation.