Doing the following operations in Azure ML Studio through REST calls

Question

Is there any possibility of doing the following operations in Azure ML Studio through REST calls? 1) Create and upload a new dataset. 2) Create a new Automated ML run selecting an already created dataset, configuring the experiment name, target column and training cluster and selecting the task type (e.g. Classification/Regression). 3) Deploy the run on a container and retrieve the container endpoint URL.

Answer 1

Please follow the APIs available at the https://learn.microsoft.com/en-us/rest/api/azureml/ for Azure ML studio through REST API calls, but other than dataset-related API.