Inquiry about Machine Learning Model Deployment Error in Azure for Students Account

Question

I am contacting you because an error occurred at the "Deploy and test the model" stage while performing machine learning practice at the link below using an Azure for Students account.

Link: https://microsoftlearning.github.io/mslearn-ai-fundamentals/Instructions/Labs/01-machine-learning.html

When deploying a real-time endpoint, the values were set as follows.

• Number of instances: 3
• Virtual machine: Standard_F4s_v2

After setting the values, if you click the Deploy button, the number of instances and virtual machine values will automatically change as follows.

• Number of instances: 1
• Virtual machine: Standard_D2as_v4

Deployment will proceed with the automatically changed values, and a notification will appear saying "Endpoint creation failed."

When you go to the Endpoint menu, it says that provisioning has failed, and the error information is displayed as follows.

ResourceOperationFailure: Resource provider [N/A] isn't registered with Subscription [N/A]. Please see the troubleshooting guide, available here: https://aka.ms/register-resource-provider

I would appreciate it if you could guide me on how to resolve the above issue.

Answer 1

Hi 김은경,
Greetings & Welcome to Microsoft Q&A forum! Thanks for posting your query!

The error you are encountering while deploying a real-time endpoint in your Azure for Students account typically occurs because the required resource provider, such as Microsoft.MachineLearningServices, is not registered in your subscription.
To resolve this, go to the Azure Portal, navigate to your subscription under the Subscriptions menu, and check the Resource Providers section. Ensure that Microsoft.MachineLearningServices, along with other essential providers like Microsoft.Storage, Microsoft.Network, and Microsoft.Compute, is registered.
Additionally, Azure for Students accounts have limited quotas, which may cause the automatic adjustment of virtual machine (VM) size during deployment.
Check your subscription’s Usage + quotas to confirm that the VM size (e.g., Standard_F4s_v2) and the number of instances you selected align with your quota. If not, select a smaller VM size like Standard_D2as_v4 or Standard_B2s, reduce the number of instances to 1, and recreate the endpoint.
If issues persist, contacting Azure support through the Help + Support section of the Azure Portal, providing them with your subscription details.

Hope this helps. Do let us know if you have any further queries.

---

If this answers your query, do click Accept Answer and Yes for was this answer helpful.