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Merge pull request #4021 from Albertyang0/2025_04-Monthly-broken-links-fix-Blackmist
2025_04 - Fix monthly broken links - Blackmist
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articles/machine-learning/how-to-manage-hub-workspace-template.md

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Use a [Microsoft Bicep](/azure/azure-resource-manager/bicep/overview) template to create a [hub workspace](concept-hub-workspace.md) for use in ML Studio and [Azure AI Foundry](/azure/ai-studio/what-is-ai-studio). A template makes it easy to create resources as a single, coordinated operation. A Bicep template is a text document that defines the resources that are needed for a deployment. It might also specify deployment parameters. Parameters are used to provide input values when using the template.
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The template used in this article can be found at [https://github.com/Azure/azure-quickstart-templates/tree/master/quickstarts/microsoft.machinelearningservices/aistudio-basics](https://github.com/Azure/azure-quickstart-templates/tree/master/quickstarts/microsoft.machinelearningservices/aistudio-basics). Both the source `main.bicep` file and the compiled Azure Resource Manager template (`main.json`) file are available. This template creates the following resources:
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The template used in this article can be found at [https://github.com/Azure/azure-quickstart-templates/tree/master/quickstarts/microsoft.machinelearningservices/aifoundry-basics](https://github.com/Azure/azure-quickstart-templates/tree/master/quickstarts/microsoft.machinelearningservices/aifoundry-basics). Both the source `main.bicep` file and the compiled Azure Resource Manager template (`main.json`) file are available. This template creates the following resources:
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- An Azure Resource Group (if one doesn't already exist)
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- An Azure Machine Learning workspace of kind 'hub'
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| File | Description |
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| ---- | ----------- |
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| [main.bicep](https://github.com/Azure/azure-quickstart-templates/blob/master/quickstarts/microsoft.machinelearningservices/aistudio-basics/main.bicep) | The main Bicep file that defines the parameters and variables. Passing parameters & variables to other modules in the `modules` subdirectory. |
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| [ai-resource.bicep](https://github.com/Azure/azure-quickstart-templates/blob/master/quickstarts/microsoft.machinelearningservices/aistudio-basics/modules/ai-hub.bicep) | Defines the Azure AI hub resource. |
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| [dependent-resources.bicep](https://github.com/Azure/azure-quickstart-templates/blob/master/quickstarts/microsoft.machinelearningservices/aistudio-basics/modules/dependent-resources.bicep) | Defines the dependent resources for the Azure AI hub. Azure Storage Account, Container Registry, Key Vault, and Application Insights. |
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| [main.bicep](https://github.com/Azure/azure-quickstart-templates/blob/master/quickstarts/microsoft.machinelearningservices/aifoundry-basics/main.bicep) | The main Bicep file that defines the parameters and variables. Passing parameters & variables to other modules in the `modules` subdirectory. |
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| [ai-resource.bicep](https://github.com/Azure/azure-quickstart-templates/blob/master/quickstarts/microsoft.machinelearningservices/aifoundry-basics/modules/ai-hub.bicep) | Defines the Azure AI hub resource. |
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| [dependent-resources.bicep](https://github.com/Azure/azure-quickstart-templates/blob/master/quickstarts/microsoft.machinelearningservices/aifoundry-basics/modules/dependent-resources.bicep) | Defines the dependent resources for the Azure AI hub. Azure Storage Account, Container Registry, Key Vault, and Application Insights. |
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> [!IMPORTANT]
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> The example templates might not always use the latest API version for the Azure resources it creates. Before using the template, we recommend modifying it to use the latest API versions. Each Azure service has its own set of API versions. For information on the API for a specific service, check the service information in the [Azure REST API reference](/rest/api/azure/).

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