MLOps Recipes
| Recipe | Provision Azure ML workspace |
| Description | Provisions a new ML workspace along with a Azure ML compute cluster and AKS cluster. Also provisions Storage account, ACR, KeyVault & App insights |
| Key parameters | It sources the parameters through recipes/common/Variables.yml and recipes/IaC/arm/IaCAzureResourceManager.json |
| Sample pipeline output | image |
| Sample devops pipelines |
| Recipe | Teardown a resource group |
| Description | Tear down a resource group along with all its resources (workspace, clusters etc) |
| Key parameters | It sources the parameters through recipes/common/Variables.yml. It primarily needs service connection name, resource group name and location. |
| Sample pipeline output | |
| Sample devops pipelines |