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Author: TomArcherMsft

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

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+---
+title: 'Use Terraform to create an Azure AI Studio hub'
+description: In this article, you create an Azure AI hub, an AI project, an AI services resource, and additional resources.
+ms.topic: how-to
+ms.date: 07/09/2024
+titleSuffix: Azure AI Studio 
+ms.service: azure-ai-studio 
+manager: scottpolly 
+ms.reviewer: andyaviles 
+ms.author: larryfr 
+author: Blackmist 
+ms.custom: devx-track-terraform
+content_well_notification: 
+  - AI-contribution
+ai-usage: ai-assisted
+customer intent: As a Terraform user, I want to see how to create an Azure AI hub and its associated resources.
+---
+
+# Use Terraform to create an Azure AI Studio hub
+
+In this article, you use Terraform to create an Azure AI hub, an AI project, and AI services connection. Azure AI hub is a central place for data scientists and developers to collaborate on machine learning projects. It provides a shared, collaborative space to build, train, and deploy machine learning models. It's integrated with Azure Machine Learning and other Azure services, making it a comprehensive solution for machine learning tasks. The hub also allows you to manage and monitor your AI deployments, ensuring they're performing as expected.
+
+[!INCLUDE [About Terraform](~/azure-dev-docs-pr/articles/terraform/includes/abstract.md)]
+
+> [!div class="checklist"]
+> * Create a resource group
+> * Set up a storage account
+> * Establish a key vault
+> * Configure AI services
+> * Build an Azure AI hub
+> * Develop an AI project
+> * Establish an AI services connection
+
+## Prerequisites
+
+- Create an Azure account with an active subscription. You can [create an account for free](https://azure.microsoft.com/free/?WT.mc_id=A261C142F).
+
+- [Install and configure Terraform](/azure/developer/terraform/quickstart-configure)
+
+## Implement the Terraform code
+
+> [!NOTE]
+> The sample code for this article is located in the [Azure Terraform GitHub repo](https://github.com/Azure/terraform/tree/master/quickstart/101-ai-studio). You can view the log file containing the [test results from current and previous versions of Terraform](https://github.com/Azure/terraform/tree/master/quickstart/101-ai-studio/TestRecord.md).
+> 
+> See more [articles and sample code showing how to use Terraform to manage Azure resources](/azure/terraform)
+
+1. Create a directory in which to test and run the sample Terraform code and make it the current directory.
+
+1. Create a file named `providers.tf` and insert the following code.
+:::code language="Terraform" source="~/terraform_samples/quickstart/101-ai-studio/providers.tf":::
+
+1. Create a file named `main.tf` and insert the following code.
+:::code language="Terraform" source="~/terraform_samples/quickstart/101-ai-studio/main.tf":::
+
+1. Create a file named `variables.tf` and insert the following code.
+:::code language="Terraform" source="~/terraform_samples/quickstart/101-ai-studio/variables.tf":::
+
+1. Create a file named `outputs.tf` and insert the following code.
+:::code language="Terraform" source="~/terraform_samples/quickstart/101-ai-studio/outputs.tf":::
+
+## Initialize Terraform
+
+[!INCLUDE [terraform-init.md](~/azure-dev-docs-pr/articles/terraform/includes/terraform-init.md)]
+
+## Create a Terraform execution plan
+
+[!INCLUDE [terraform-plan.md](~/azure-dev-docs-pr/articles/terraform/includes/terraform-plan.md)]
+
+## Apply a Terraform execution plan
+
+[!INCLUDE [terraform-apply-plan.md](~/azure-dev-docs-pr/articles/terraform/includes/terraform-apply-plan.md)]
+
+## Verify the results
+
+Run [`az ml workspace show`](/cli/azure/ml/workspace#az_ml_workspace_show) to view the Azure AI hub.
+
+```azurecli
+az ml workspace show --name <workspace_name> --resource-group <resource_group_name>
+```
+
+Replace `<workspace_name>` and `<resource_group_name>` with your Azure AI hub name and resource group name, respectively.
+
+## Clean up resources
+
+[!INCLUDE [terraform-plan-destroy.md](~/azure-dev-docs-pr/articles/terraform/includes/terraform-plan-destroy.md)]
+
+## Troubleshoot Terraform on Azure
+
+[Troubleshoot common problems when using Terraform on Azure](/azure/developer/terraform/troubleshoot).
+
+## Next steps
+
+> [!div class="nextstepaction"]
+> [See more articles about Azure ai hub](/search/?terms=Azure%20ai%20hub%20and%20terraform)