Microsoft’s Windows Subsystem for Linux 2 was released nearly 3 years ago. This brought the ability to run the Bash shell and run Linux binary executables that you’d be able to run on Ubuntu Linux.
WSL2 lets you run Linux inside Windows without rebooting, a second machine, or any of the setup you're dreading ...