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Copy file name to clipboardexpand all lines: articles/azure-stack/azure-stack-app-service-before-you-get-started.md
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3.[Install PowerShell for Azure Stack](azure-stack-powershell-install.md).
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4. Run the **Create-AADIdentityApp.ps1** script. When you're prompted, enter the Azure AD tenant ID that you're using for your Azure Stack deployment. For example, enter **myazurestack.onmicrosoft.com**.
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5. In the **Credential** window, enter your Azure AD service admin account and password. Select **OK**.
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6. Enter the certificate file path and certificate password for the [certificate created earlier](https://docs.microsoft.com/en-gb/azure/azure-stack/azure-stack-app-service-before-you-get-started#certificates-required-for-azure-app-service-on-azure-stack). The certificate created for this step by default is **sso.appservice.local.azurestack.external.pfx**.
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6. Enter the certificate file path and certificate password for the [certificate created earlier](https://docs.microsoft.com/azure/azure-stack/azure-stack-app-service-before-you-get-started#certificates-required-for-azure-app-service-on-azure-stack). The certificate created for this step by default is **sso.appservice.local.azurestack.external.pfx**.
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7. The script creates a new application in the tenant Azure AD instance. Make note of the application ID that's returned in the PowerShell output. You need this information during installation.
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8. Open a new browser window, and sign in to the [Azure portal](https://portal.azure.com) as the Azure Active Directory service admin.
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9. Open the Azure AD resource provider.
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Follow these steps:
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1. Open a PowerShell instance as azurestack\AzureStackAdmin.
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2. Go to the location of the scripts that you downloaded and extracted in the [prerequisite step](https://docs.microsoft.com/en-gb/azure/azure-stack/azure-stack-app-service-before-you-get-started#download-the-azure-app-service-on-azure-stack-installer-and-helper-scripts).
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2. Go to the location of the scripts that you downloaded and extracted in the [prerequisite step](https://docs.microsoft.com/azure/azure-stack/azure-stack-app-service-before-you-get-started#download-the-azure-app-service-on-azure-stack-installer-and-helper-scripts).
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3.[Install PowerShell for Azure Stack](azure-stack-powershell-install.md).
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4. Run the **Create-ADFSIdentityApp.ps1** script.
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5. In the **Credential** window, enter your AD FS cloud admin account and password. Select **OK**.
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6. Provide the certificate file path and certificate password for the [certificate created earlier](https://docs.microsoft.com/en-gb/azure/azure-stack/azure-stack-app-service-before-you-get-started#certificates-required-for-azure-app-service-on-azure-stack). The certificate created for this step by default is **sso.appservice.local.azurestack.external.pfx**.
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6. Provide the certificate file path and certificate password for the [certificate created earlier](https://docs.microsoft.com/azure/azure-stack/azure-stack-app-service-before-you-get-started#certificates-required-for-azure-app-service-on-azure-stack). The certificate created for this step by default is **sso.appservice.local.azurestack.external.pfx**.
Now that the application is ready, you can deploy it to a cluster directly from Visual Studio. A [Service Fabric cluster](https://docs.microsoft.com/en-gb/azure/service-fabric/service-fabric-deploy-anywhere) is a network-connected set of virtual or physical machines into which your microservices are deployed and managed.
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Now that the application is ready, you can deploy it to a cluster directly from Visual Studio. A [Service Fabric cluster](https://docs.microsoft.com/azure/service-fabric/service-fabric-deploy-anywhere) is a network-connected set of virtual or physical machines into which your microservices are deployed and managed.
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For this tutorial, you have two options for deployment of the voting application to a Service Fabric cluster by using Visual Studio:
Copy file name to clipboardexpand all lines: articles/storage/common/storage-introduction.md
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## Disk storage
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Azure Storage also includes managed and unmanaged disk capabilities used by virtual machines. For more information about these features, please see the [Compute Service documentation](https://docs.microsoft.com/en-gb/azure/#pivot=products&panel=Compute).
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Azure Storage also includes managed and unmanaged disk capabilities used by virtual machines. For more information about these features, please see the [Compute Service documentation](https://docs.microsoft.com/azure/#pivot=products&panel=Compute).
Copy file name to clipboardexpand all lines: articles/stream-analytics/stream-analytics-machine-learning-anomaly-detection.md
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## References
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*[Anomaly detection – Using machine learning to detect abnormalities in time series data](https://blogs.technet.microsoft.com/machinelearning/2014/11/05/anomaly-detection-using-machine-learning-to-detect-abnormalities-in-time-series-data/)
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