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