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articles/ai-studio/how-to/create-azure-ai-resource.md

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As an administrator, you can create and manage Azure AI hub resources. Azure AI hub resources provide a hosting environment for the projects of a team, and help you as an IT admin centrally set up security settings and govern usage and spend. You can create and manage an Azure AI hub resource from the Azure portal or from the Azure AI Studio.
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In this article, you learn how to create and manage an Azure AI hub resource in Azure AI Studio (for getting started) and from the Azure portal (for advanced security setup).
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In this article, you learn how to create and manage an Azure AI hub resource in Azure AI Studio (for getting started) and from the Azure portal (for advanced security setup). If you'd like to learn how to use network isolation with an Azure AI hub, see [Create a secure AI hub](create-secure-ai-hub.md).
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## Create an Azure AI hub resource in AI Studio
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:::image type="content" source="../media/how-to/hub-resource-overview.png" alt-text="Screenshot of the new AI hub overview." lightbox="../media/how-to/hub-resource-overview.png":::
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## Create a secure Azure AI hub resource in the Azure portal
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If your organization is using [Azure Policy](../../governance/policy/overview.md), set up an Azure AI hub resource that meets your organization's requirements instead of using AI Studio for resource creation.
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1. From the Azure portal, search for `Azure AI Studio` and create a new resource by selecting **+ New Azure AI**
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1. Enter your AI hub name, subscription, resource group, and location details.
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1. For advanced settings, select **Next: Resources** to specify resources, networking, encryption, identity, and tags.
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:::image type="content" source="../media/how-to/resource-create-basics.png" alt-text="Screenshot of the option to set Azure AI hub resource basic information." lightbox="../media/how-to/resource-create-basics.png":::
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1. Select an existing **Azure AI services** resource or create a new one. New Azure AI services include multiple API endpoints for Speech, Content Safety and Azure OpenAI. You can also bring an existing Azure OpenAI resource. Optionally, choose an existing **Storage account**, **Key vault**, **Container Registry**, and **Application insights** to host artifacts generated when you use AI Studio.
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:::image type="content" source="../media/how-to/resource-create-resources.png" alt-text="Screenshot of the Create an Azure AI hub resource with the option to set resource information." lightbox="../media/how-to/resource-create-resources.png":::
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1. Set up Network isolation. Read more on [network isolation](configure-managed-network.md).
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:::image type="content" source="../media/how-to/resource-create-networking.png" alt-text="Screenshot of the Create an Azure AI hub resource with the option to set network isolation information." lightbox="../media/how-to/resource-create-networking.png":::
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1. Set up data encryption. You can either use **Microsoft-managed keys** or enable **Customer-managed keys**.
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:::image type="content" source="../media/how-to/resource-create-encryption.png" alt-text="Screenshot of the Create an Azure AI hub resource with the option to select your encryption type." lightbox="../media/how-to/resource-create-encryption.png":::
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1. By default, **System assigned identity** is enabled, but you can switch to **User assigned identity** if existing storage, key vault, and container registry are selected in Resources.
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:::image type="content" source="../media/how-to/resource-create-identity.png" alt-text="Screenshot of the Create an Azure AI hub resource with the option to select a managed identity." lightbox="../media/how-to/resource-create-identity.png":::
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>[!Note]
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>If you select **User assigned identity**, your identity needs to have the `Cognitive Services Contributor` role in order to successfully create a new Azure AI hub resource.
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1. Add tags.
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:::image type="content" source="../media/how-to/resource-create-tags.png" alt-text="Screenshot of the Create an Azure AI hub resource with the option to add tags." lightbox="../media/how-to/resource-create-tags.png":::
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1. Select **Review + create**
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## Manage your Azure AI hub resource from the Azure portal
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### Azure AI hub resource keys

articles/ai-studio/how-to/create-secure-ai-hub.md

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---
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title: Create a secure AI hub and project
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title: Create a secure AI hub
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titleSuffix: Azure AI Studio
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description: Create an Azure AI hub inside a managed virtual network. The managed virtual network secures access to managed resources such as computes.
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ms.service: azure-ai-studio
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# How to create a secure AI hub and project with a managed virtual network
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[!INCLUDE [Azure AI Studio preview](../includes/preview-ai-studio.md)]
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You can secure your AI hub, AI projects, and managed resources in a managed virtual network. With a managed virtual network, inbound access is only allowed through a private endpoint for your AI hub resource. Outbound access can be configured to allow either all outbound access, or only allowed outbound that you specify. For more information, see [Managed virtual network](configure-managed-network.md).
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> [!IMPORTANT]
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1. Select **Ok** to save the endpoint configuration.
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1. Select **Review + create**, then **Create** to create the AI hub.
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## Create an AI project
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When you create an AI project from the AI hub, the project inherits the network configuration from the AI hub. For more information on creating an AI project, see [Create an Azure AI project](create-projects.md).
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## Create a compute instance
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When you create a compute instance from the AI hub, the compute instance inherits the network configuration from the AI hub. For more information on creating a compute instance, see [Create a compute instance](create-manage-compute.md).
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1. Select **Review + create**, then **Create** to create the AI hub. Once the AI hub has been created, any AI projects or compute instances created from the AI hub inherit the network configuration.
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## Connect to the AI hub
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| [ExpressRoute](https://azure.microsoft.com/services/expressroute/) | Connects on-premises networks into the cloud over a private connection. Connection is made using a connectivity provider. |
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| [Azure Bastion](/azure/bastion/bastion-overview) | Connects to a virtual machine inside the Azure Virtual Network using your web browser. |
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## Next steps
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- [Create a project](create-projects.md)
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- [Learn more about Azure AI Studio](../what-is-ai-studio.md)
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- [Learn more about Azure AI hub resources](../concepts/ai-resources.md)

articles/ai-studio/toc.yml

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href: concepts/ai-resources.md
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- name: Create and manage an Azure AI hub resource
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href: how-to/create-azure-ai-resource.md
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- name: Create a secure Azure AI hub resource
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name: how-to/create-secure-ai-hub.md
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- name: Create an Azure AI hub resource from template
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href: how-to/create-azure-ai-hub-template.md
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- name: Create an Azure AI project

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