From the course: MLOps Tools: MLflow and Hugging Face

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Create an Azure container application

Create an Azure container application - Hugging Face Tutorial

From the course: MLOps Tools: MLflow and Hugging Face

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Create an Azure container application

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- [Instructor] Now, what are Azure Container Apps? It's the ability to have serverless infrastructure for your deployments. It allows you to deploy an actual container and not think about anything else. And this is a very powerful way to deploy Hugging Face models, and in fact actually, pretty much anything machine learning models wise. And you will see that you have instance scale and the ability to select different things when you're creating one. So I'm going to go ahead and going to create a Container Application, which is the first step in order to try to deploy. And then, we'll go and try to go through the steps that will be needed in order to have deployment. So let's take a look at the process here when I click "Create container app." When I click this, this is going to load the subscription, that's fine. The resource group, we've been using one that is demo-container, and that will be great, that's exactly what we need. The container app name is pretty important because if we…

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