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switch intro includes to dev (consistent pattern)
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articles/machine-learning/how-to-create-data-assets.md

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# Create data assets
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[!INCLUDE [dev v2](../../includes/machine-learning-dev-v2.md)]
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> [!div class="op_single_selector" title1="Select the version of Azure Machine Learning SDK you are using:"]
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> * [v1](./v1/how-to-create-register-datasets.md)
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> * [v2 (current version)](how-to-create-data-assets.md)
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[!INCLUDE [sdk v2](../../includes/machine-learning-sdk-v2.md)]
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[!INCLUDE [CLI v2](../../includes/machine-learning-CLI-v2.md)]
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In this article, you learn how to create a data asset in Azure Machine Learning. By creating a data asset, you create a *reference* to the data source location, along with a copy of its metadata. Because the data remains in its existing location, you incur no extra storage cost, and don't risk the integrity of your data sources. You can create Data from datastores, Azure Storage, public URLs, and local files.
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The benefits of creating data assets are:

articles/machine-learning/how-to-deploy-automl-endpoint.md

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# How to deploy an AutoML model to an online endpoint
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[!INCLUDE [cli v2](../../includes/machine-learning-cli-v2.md)]
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[!INCLUDE [sdk v2](../../includes/machine-learning-sdk-v2.md)]
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[!INCLUDE [dev v2](../../includes/machine-learning-dev-v2.md)]
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> [!IMPORTANT]
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> SDK v2 is currently in public preview.

articles/machine-learning/how-to-read-write-data-v2.md

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# Read and write data in a job
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[!INCLUDE [dev v2](../../includes/machine-learning-dev-v2.md)]
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> [!div class="op_single_selector" title1="Select the version of Azure Machine Learning CLI extension you are using:"]
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> * [v1](v1/how-to-train-with-datasets.md)
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> * [v2 (current version)](how-to-read-write-data-v2.md)
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[!INCLUDE [sdk v2](../../includes/machine-learning-sdk-v2.md)]
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[!INCLUDE [CLI v2](../../includes/machine-learning-CLI-v2.md)]
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Learn how to read and write data for your jobs with the Azure Machine Learning Python SDK v2(preview) and the Azure Machine Learning CLI extension v2.
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## Prerequisites

articles/machine-learning/how-to-troubleshoot-online-endpoints.md

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# Troubleshooting online endpoints deployment and scoring
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[!INCLUDE [cli v2](../../includes/machine-learning-cli-v2.md)]
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[!INCLUDE [sdk v2](../../includes/machine-learning-sdk-v2.md)]
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[!INCLUDE [dev v2](../../includes/machine-learning-dev-v2.md)]
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> [!IMPORTANT]
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> SDK v2 is currently in public preview.

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