Machine Learning Studio (classic) Management REST APIs

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Important

Support for Machine Learning Studio (classic) will end on 31 August 2024. We recommend you transition to Azure Machine Learning by that date.

Beginning 1 December 2021, you will not be able to create new Machine Learning Studio (classic) resources. Through 31 August 2024, you can continue to use the existing Machine Learning Studio (classic) resources.

ML Studio (classic) documentation is being retired and may not be updated in the future.

The following ML Studio (classic) REST APIs enable you to create and manage:

  • ML Studio (classic) commitment plans and associations

  • Azure Resource Manager based web services - ML Studio (classic) 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 ML Studio (classic) Web Services: Deployment and consumption.

Common parameters and headers

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

  • The host URI for ML Studio (classic) 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

Commitment plan tasks

You can do the following tasks with the REST APIs for ML Studio (classic) commitment plans:

Commitment associations

  • Get - Get a commitment association
  • Move - Change the parent of a commitment association
  • List - Get all commitment associations for a parent plan

Commitment plans

  • Create Or Update - Create or update a commitment plan
  • Get - Get information about a commitment plan
  • Patch - Modify a commitment plan
  • Remove - Delete a commitment plan
  • List In Resource Group - Get all commitment plans in a resource group
  • List - Get all commitment plans in a subscription

Commitment plans usage history

  • List - Get the usage history of a commitment plan

Web service tasks

You can do the following tasks with the REST APIs for ML Studio (classic) web services:

See Also