Machine Learning REST API reference

The Azure Machine Learning REST APIs allow you to develop clients that use REST calls to work with the service.

Rest Operation Groups

Machine Learning REST APIs provide operations for working with the following resources:

Operation group	Description	Operation subgroups
Workspaces	Provides operations for managing workspaces.
Compute	Provides operations for managing compute.	Compute Usages Virtual Machine Sizes
Datastores	Provides operations for managing datastores.
Environments	Provides operations for managing environments.	Environment Containers Environment Versions
Data	Provides operations for managing data assets.	Data Containers Data Versions
Code	Provides operations for managing code assets.	Code Containers Code Versions
Models	Provides operations for managing models.	Model Containers Model Versions
Jobs	Provides operations for managing jobs.
Labeling Jobs	Provides operations for managing labeling jobs.
Online Endpoints	Provides operations for managing online endpoints.	Online Endpoints Online Deployments
Batch Endpoints	Provides operations for managing batch endpoints.	Batch Endpoints Batch Deployments
Workspace Connections	Provides operations for managing workspace connections.
Quotas	Provides operations for managing quotas.
Private Endpoint Connections	Provides operations for managing private endpoint connections to a workspace.
Private Link Resources	Provides operations for managing private link resources for a workspace.