Transitioning model stages
Once models are registered to the Model Registry, each model version is eligible for a stage assignment. Stages are used to manage the model lifecycle and are used to represent different development environments.
In this exercise, using the mlflow client
Class as client
, you will take your "Insurance"
models and transition each model according to the stage in your development lifecycle. First, you will transition your most stable model for production use. Then you will transition to a model that needs testing and evaluation. Finally, you will archive a model that is no longer needed.
The mlflow client
module will be imported.
This exercise is part of the course
Introduction to MLflow
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Transition version 2 of Insurance model to stable stage
client.____(____="____", ____=____,
____="____"
)