Within ML operations, you would often have to make deployments, whether regarding infrastructure, models or both.
In the event of a failed rollout; for whatever reason, you would want to be able to:
🏎️ - Rollback to the previous version.
🏎️ - Ensure rollbacks are fast and automated.
#deployment #ml #mlops #engineering