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Edhotp-9431 avatar image
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Edhotp-9431 asked ShivaniSantoshSambare-3292 answered

Attached AKS not available in Azure ML Create Model Deployment UI

I have AKS cluster attached with Azure ML for inference cluster,
But when i try to create End point using UI, kubernetes cluster is not available in the drop down menu
why the AKS cluster that attached in Azure ML is not available in the drop down menu?

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azure-machine-learningazure-kubernetes-serviceazure-machine-learning-inference
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learn2skills avatar image
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learn2skills answered

Hi @Edhotp-9431

A machine learning model registered in your workspace.

Azure Machine Learning can deploy trained machine learning models to Azure Kubernetes Service.
You must first either create an Azure Kubernetes Service (AKS) cluster from your Azure ML workspace, or attach an existing AKS cluster.

Check with the limitations
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-create-attach-kubernetes?tabs=python#limitations
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-deploy-azure-kubernetes-service?tabs=python



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ShivaniSantoshSambare-3292 avatar image
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ShivaniSantoshSambare-3292 answered

Hi @Edhotp-9431

The + Create option on Endpoints UI page, is based off our v2 APIs : https://docs.microsoft.com/en-us/azure/machine-learning/how-to-configure-cli

You Kubernetes will show up, if you have attached them using the following docs : https://docs.microsoft.com/en-us/azure/machine-learning/how-to-attach-arc-kubernetes?tabs=studio
The cluster will show up if you are attaching it the following way:

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If you don't see your cluster after following the above documentation, please let us know!



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