MLOps¶

DataRobot MLOps provides a central hub to deploy, monitor, manage, and govern all your models in production.

Topic	Description
Deployments	Deploy, manage, and monitor models; batch predictions; model replacement; monitoring data.
Batch monitoring	Manage batch monitoring job definitions and jobs for batch-enabled deployments.
Challenger models	Create and manage challenger models to compare against the deployed champion.
Model Registry	Create and manage registered models and versions.
Custom models	Manage custom inference models and execution environments.
Custom metrics	Define and submit custom metrics for deployments.
Data exports	Export prediction, actuals, training, and data quality data.
Jobs	Run and manage custom jobs.
Key values	Manage key-value configuration for the platform.