In Azure ML studio deploy option is not there

Question

Hi team im new to Azure ML studio in that i done trained data but i would like to deploy im in trial account i dont see option for deploy i can able to see only submit , share like that only please help

Answer 1

Hello @manoj p

As you can read :

In Azure Machine Learning Studio, the ability to deploy a model is only available in the paid tiers of the service. If you are using a trial account, you may not have access to the deploy functionality.

To deploy a model in Azure Machine Learning Studio, you will need to upgrade to a paid subscription. The deploy functionality is available in the Standard and Enterprise tiers of the service.

Once you have upgraded your subscription, you can follow these steps to deploy your trained model:

Open the Azure Machine Learning Studio and navigate to your workspace.

Navigate to the "Models" tab and select the trained model you want to deploy.

Click on the "Deploy" button and select the deployment target, such as Azure Kubernetes Service (AKS) or Azure Container Instances (ACI).

Configure the deployment settings, such as the number of nodes and the CPU and memory settings.

Click on the "Deploy" button to start the deployment process.

Once the deployment is complete, you can test the deployed model by sending requests to the endpoint.

Please mark the answer as accepted if yu find it helpful !

BR

Answer 2

Hi Manoj,

Not sure if this is still relevent to you but i thought of sharing my experience, as I am very new to Azure ML too.

I have recently started Azure ML and I experienced the same issue as "Deploy" Option wasn't there in job. I could see only "Publish" option, as depicted in your shared image.

By doing some research I found that my "Real Time Infrerence" getting converted to "Batch Inference". I tried several times but result was the same.

Then I found, that I do not have "Web Sevice Input" component in my RTI. So I went back to my Training Model, Ran it one more time, Created "Real Time Inference" and before saving it, I added, "Web Service Input" component and then did rest of the changes.

This time it didn't converted in "Batch" and also when I ran it, I got "Deploy" option too.

BR