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articles/machine-learning/how-to-secure-training-vnet.md

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ms.author: larryfr
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author: Blackmist
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ms.date: 04/08/2024
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ms.date: 06/12/2025
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articles/machine-learning/v1/how-to-secure-training-vnet.md

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ms.custom: UpdateFrequency5, tracking-python, references_regions, build-2023
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articles/machine-learning/v1/how-to-secure-workspace-vnet.md

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ms.custom: UpdateFrequency5, tracking-python, security, cliv1, sdkv1, build-2023
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* **Queue** - Only needed if you plan to use [ParallelRunStep](../tutorial-pipeline-batch-scoring-classification.md) in an Azure Machine Learning pipeline.
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* **Table** - Only needed if you plan to use [ParallelRunStep](../tutorial-pipeline-batch-scoring-classification.md) in an Azure Machine Learning pipeline.
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:::image type="content" source="../media/how-to-enable-studio-virtual-network/configure-storage-private-endpoint.png" alt-text="Screenshot showing private endpoint configuration page with blob and file options":::
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> [!TIP]
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> When configuring a storage account that is **not** the default storage, select the **Target subresource** type that corresponds to the storage account you want to add.
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> [!TIP]
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> Alternatively, you can select __Allow Azure services on the trusted services list to access this storage account__ to more broadly allow access from trusted services. For more information, see [Configure Azure Storage firewalls and virtual networks](/azure/storage/common/storage-network-security#trusted-microsoft-services).
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:::image type="content" source="../media/how-to-enable-virtual-network/storage-firewalls-and-virtual-networks-no-vnet.png" alt-text="The networking area on the Azure Storage page in the Azure portal when using private endpoint":::
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1. Select __Save__ to save the configuration.
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> [!TIP]
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> Alternatively, you can select __Allow Azure services on the trusted services list to access this storage account__ to more broadly allow access from trusted services. For more information, see [Configure Azure Storage firewalls and virtual networks](/azure/storage/common/storage-network-security#trusted-microsoft-services).
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:::image type="content" source="../media/how-to-enable-virtual-network/storage-firewalls-and-virtual-networks.png" alt-text="The networking area on the Azure Storage page in the Azure portal":::
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1. Select __Save__ to save the configuration.
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1. Under __Virtual networks__, select __Add a virtual network__, __Add existing virtual networks__, and add the virtual network/subnet where your experimentation compute resides.
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1. Verify that __Allow trusted Microsoft services to bypass this firewall__ is checked, and then select __Apply__.
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:::image type="content" source="../media/how-to-enable-virtual-network/key-vault-firewalls-and-virtual-networks-page.png" alt-text="The Firewalls and virtual networks section in the Key Vault pane":::
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For more information, see [Configure Azure Key Vault network settings](/azure/key-vault/general/how-to-azure-key-vault-network-security).
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