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updating images/text for clarity
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articles/machine-learning/how-to-manage-environments-in-studio.md

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author: Blackmist
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ms.author: larryfr
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ms.reviewer: osiotugo
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ms.date: 09/18/2024
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ms.date: 11/22/2024
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ms.topic: how-to
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ms.custom:
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# Customer Intent: As a Data Scientist, I want to understand how to manage environments for training and inference in Azure Machine Learning studio.
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## View and edit environment details
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Once an environment has been created, view its details by selecting the name. Use the dropdown menu to select different versions of the environment. Here you can view metadata and the contents of the environment through its various dependencies.
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1. Once an environment has been created, view its details by selecting the __Name__ from the __Custom environments__ tab.
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Select the pencil icons to edit tags, descriptions, configuration files under the **Context** tab.
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:::image type="content" source="media/how-to-manage-environments-in-studio/select-existing-environment.png" alt-text="{alt-text}":::
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Keep in mind that any changes to the Docker or Conda sections create a new version of the environment.
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1. Use the __Version__ dropdown menu to select different versions of the environment. From the __Details__ tab, you can view metadata and the contents of the environment through its various dependencies. Select the pencil icons to edit fields such as __Description__ and __Tags__.
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:::image type="content" source="media/how-to-manage-environments-in-studio/details-page.png" alt-text="Screenshot of the environment details page.":::
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:::image type="content" source="media/how-to-manage-environments-in-studio/environment-details.png" alt-text="{alt-text}":::
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3. Select the __Context__ tab to upload additional files or edit the existing Dockerfile. Use __Save and Build__ to save any changes and rebuild the context.
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Keep in mind that any changes to the Docker or Conda sections create a new version of the environment.
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:::image type="content" source="media/how-to-manage-environments-in-studio/environment-context.png" alt-text="Screenshot of the environment details page.":::
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