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Virtual machines are software-based emulations of physical computers that can run operating systems and applications just like a physical computer. They allow multiple operating systems to run on a single physical machine, enabling users to run different applications on different operating systems without the need for separate hardware. Virtual machines can be used for a variety of purposes, such as software testing, development, and server consolidation. They provide a flexible and cost-effective way to utilize computing resources efficiently.