Azure Machine Learning Studio Management REST APIs
The following Azure Machine Learning Studio REST APIs enable you to create and manage:
Machine Learning Studio commitment plans and associations
Azure Resource Manager based web services - Azure Machine Learning Studio 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 Studio 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 Studio 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 Azure Machine Learning Studio 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 Azure Machine Learning Studio web services:
- Create Or Update - Create or update a web service
- Get - Get information about a web service
- List Keys - Get access keys for a web service
- Patch - Modify a web service
- Remove - Delete a web service
- List By Resource Group - Get all web services in a resource group
- List - Get all web services in a subscription