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Creating a Workspace

Explore how to create and configure Azure Machine Learning workspaces using both the Azure portal and CLI. Learn about default resources created, setting up workspace parameters, and using YAML for custom configurations to manage your ML projects effectively.

What is a workspace in Azure?

An Azure Machine Learning workspace groups all the Azure Machine Learning resources and provides centralized control of assets and resources used in our ML workflows. We will discuss workspace creation using two important interfaces—Azure Machine Learning studio and Azure CLI. The workspace will be bound to a specific region (East US, West US, and so on).

Workspace creation using the Azure Machine Learning portal

When we log in to the Azure space, there will be an option to create a workspace. Click the “+” button and provide the relevant details to create a workspace.

When we create a ...