Azure Machine Learning Management REST APIs

2 minutes to read Contributors
  • Don Glover
  • Huang Xueyuan
  • Gary Ericson

The following Azure Machine Learning REST APIs enable you to create and manage:

  • Machine Learning commitment plans and associations

  • Azure Resource Manager based web services - Azure Machine Learning enables you to build and test a predictive analytics solution, and then deploy it as an Azure web service. For an overview of the process, see Azure Machine Learning Web Services: Deployment and consumption.

REST Operation Groups

Operation Group Description
Commitment Associations Provides operations that allow you to manage commitment associations.
Commitment Plans Provides operations that allow you to create and manage commitment plans.
Commitment Plans Usage History Provides an operation that allow you to retrieve commitment plan usage history.
Web Services Provides operations that allow you to create and manage web services.

Common parameters and headers

The following information is common to tasks related to these APIs:

  • The host URI for Machine Learning REST APIs is https://management.azure.com/
  • Replace {subscription-id} with your subscription identifier in the URI
  • Replace {resource-group-name} with the resource group name
  • Set the Content-Type header to application/json
  • Set the Authorization header to a JSON Web Token that you obtain from Azure Active Directory - for more information, see Authenticating Azure Resource Manager requests

Commitment plan tasks

You can do the following tasks with the REST APIs for Azure Machine Learning commitment plans:

Commitment associations

Commitment plans

Commitment plans usage history

Web services tasks

You can do the following tasks with the REST APIs for Azure Machine Learning web services:

See Also