ML model registry — the “interface” that binds model experiments and model deployment

MLOps in Practice — A deep- dive into ML model registries, model versioning and model lifecycle management

Background

In my previous article:

MLOps in Practice — De-constructing an ML Solution Architecture into 10 components

I talked about the architectural importance of managing model metadata and artifacts generated by ML experiment…