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A virtual machine is a software-based emulation of a physical computer that operates and behaves like an independent machine. It runs on a physical computer and is capable of running its own operating system and applications just like a physical machine. Virtual machines are used for various purposes such as testing new software, running multiple operating systems on a single physical machine, and isolating applications for security purposes. They provide flexibility, scalability, and cost savings compared to physical machines.