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Instead of transferring the data across the Internet, the data can be accessed over Azure's internal network, which provides much faster access times. ![]() However, instead of using local resources, the R environment runs on a VM in the cloud. The environment will be familiar to anyone who has worked with R on a local workstation. If you want to get started with R in the cloud quickly and easily, this is your best bet. You can use the DSVM in two different ways: as an interactive workstation or as a compute platform for a custom cluster. The DSVM can be provisioned with either Windows or Linux as the operating system. It has many popular data science tools, including: The Data Science Virtual Machine (DSVM) is a customized VM image on Microsoft's Azure cloud platform built specifically for doing data science. 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