This blog outlines  the different methods of data migration and use cases.  Your method of migrating data to the cloud will depend on many factors. Migrating large amounts of data can be done with  any of the  methods explained in the blog, including  Azure Data Box, File Shares, Site Recovery service,  and more.

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