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articles/machine-learning/v1/migrate-overview.md

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Learn how to migrate from Machine Learning Studio (classic) to Azure Machine Learning. Azure Machine Learning provides a modernized data science platform that combines no-code and code-first approaches.
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This guide explains a basic *lift and shift* migration. If you want to optimize an existing machine learning workflow, or modernize a machine learning platform, see the [Azure Machine Learning adoption framework](https://aka.ms/mlstudio-classic-migration-repo) for more resources, including digital survey tools, worksheets, and planning templates.
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This guide walks through a basic *lift and shift* migration. If you want to optimize an existing machine learning workflow, or modernize a machine learning platform, see the [Azure Machine Learning adoption framework](https://aka.ms/mlstudio-classic-migration-repo) for more resources, including digital survey tools, worksheets, and planning templates.
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Please work with your cloud solution architect on the migration.
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## Related content
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In this article, you learned the high-level requirements for migrating to Azure Machine Learning. For detailed steps, see the other articles in the Studio (classic) migration series:
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In this article, you learned the high-level requirements for migrating to Azure Machine Learning. For detailed steps, see the other articles in the ML Studio (classic) migration series:
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1. [Migrate dataset](migrate-register-dataset.md)
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1. [Rebuild a Studio (classic) training pipeline](migrate-rebuild-experiment.md)
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1. [Rebuild a Studio (classic) web service](migrate-rebuild-web-service.md)
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1. [Integrate an Azure Machine Learning web service with client apps](migrate-rebuild-integrate-with-client-app.md).
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1. [Migrate Execute R Script modules](migrate-execute-r-script.md)
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- [Migrate dataset](migrate-register-dataset.md)
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- [Rebuild a Studio (classic) training pipeline](migrate-rebuild-experiment.md)
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- [Rebuild a Studio (classic) web service](migrate-rebuild-web-service.md)
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- [Integrate an Azure Machine Learning web service with client apps](migrate-rebuild-integrate-with-client-app.md).
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- [Migrate Execute R Script modules](migrate-execute-r-script.md)
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For more migration resources, see the [Azure Machine Learning Adoption Framework](https://aka.ms/mlstudio-classic-migration-repo).

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