Document azure devops machine learning tasks
To create azure devops pipelines implementing MLOps(e.g. , you have created pipeline tasks which can be executed in the devops pipeline, e.g
ms-air-aiagility.vss-services-azureml.azureml-restApi-task.MLPublishedPipelineRestAPITask@0 and others. There clearly mirror the CLI and API, but they provide no documentation. They should.
Lauri Lehman commented
It is also hard to get information about the Service Connection required to run ML Pipelines from Azure DevOps. Why do we have to create a separate service connection with ML Workspace scope, for each workspace we want to deploy to? This becomes ugly when we have several environments with different ML Workspaces.
It would make more sense to have an "AML Workspace" type Service Connection that allows to run pipelines in any workspace in the subscription. It is strange to use ARM type Service Connection for this.