Deploy the following
- Azure Machine Learning Service (1.workspace)
- Compute Instance (2.compute_instance)
- AML Compute Training Cluster (3.amlcompute)
- Create a service principal.
- Create a resource group for a virtual network.
- Create a virtual network in the above resource group.
- Assign the above service principle Contributor rights to above virtual network resource group.
- Create a resource group to deploy Azure Machine Learning workspace.
- Assign the above service principle Contributor rights to above resource group where the machine learning workspace will be deployed to.
- Import the pipeline from the pipelines folder.
- Add the above service principal as a service endpoint
- Update the configuration in the pipeline to correct paths to the templates and also the parameters.
- Create a release and run the release.