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articles/machine-learning/data-science-virtual-machine/overview.md

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## Comparison with Azure Machine Learning
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The DSVM is a customized VM image for Data Science but [Azure Machine Learning](../overview-what-is-azure-machine-learning.md) (AzureML) is an end-to-end platform that encompasses:
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The DSVM is a customized VM image for Data Science but [Azure Machine Learning](../overview-what-is-azure-machine-learning.md) is an end-to-end platform that encompasses:
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+ Fully Managed Compute
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+ Compute Instances

articles/machine-learning/tutorial-pipeline-python-sdk.md

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> For a tutorial that uses SDK v1 to build a pipeline, see [Tutorial: Build an Azure Machine Learning pipeline for image classification](v1/tutorial-pipeline-python-sdk.md)
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In this tutorial, you'll use Azure Machine Learning (AzureML) to create a production ready machine learning (ML) project, using Azure Machine Learning Python SDK v2.
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In this tutorial, you'll use Azure Machine Learning to create a production ready machine learning (ML) project, using Azure Machine Learning Python SDK v2.
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You'll learn how to use the Azure Machine Learning Python SDK v2 to:
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