Are Machine Learning Studios's web services public?

Question

I have created an experiment in Machine Learning Studio and deployed it as a web service. I've got a request-response API in my workspace that works. Can it be also used by other people?

Answer 1

When you deploy a model, a Webservice object is returned with information about the service.

from azureml.core.webservice import AciWebservice, Webservice
from azureml.core.model import Model

deployment_config = AciWebservice.deploy_configuration(cpu_cores = 3, memory_gb = 15, location = "centralus")
service = Model.deploy(ws, "aciservice", [model], inference_config, deployment_config)
service.wait_for_deployment(show_output = True)
print(service.state)

Please follow the below to Consume an Azure Machine Learning model deployed as a web service https://learn.microsoft.com/en-us/azure/machine-learning/how-to-consume-web-service