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articles/machine-learning/how-to-manage-registries.md

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ms.author: larryfr
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author: Blackmist
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ms.reviewer: kritifaujdar
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ms.date: 08/24/2023
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ms.date: 08/19/2024
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ms.topic: how-to
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ms.custom: build-2023
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---
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> We recommend using the latest API version when working with the REST API. For a list of the current REST API versions for Azure Machine Learning, see the [Machine Learning REST API reference](/rest/api/azureml/). The current API versions are listed in the table of contents on the left side of the page.
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```bash
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curl -X PUT https://management.azure.com/subscriptions/<your-subscription-id>/resourceGroups/<your-resource-group>/providers/Microsoft.MachineLearningServices/registries/reg-from-rest?api-version=2023-04-01 -H "Authorization:Bearer <YOUR-ACCESS-TOKEN>" -H 'Content-Type: application/json' -d '
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curl -X PUT https://management.azure.com/subscriptions/<your-subscription-id>/resourceGroups/<your-resource-group>/providers/Microsoft.MachineLearningServices/registries/reg-from-rest?api-version=2024-04-01 -H "Authorization:Bearer <YOUR-ACCESS-TOKEN>" -H 'Content-Type: application/json' -d '
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{
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"properties":
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{
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