If you are not familiar with Unix I would suggest you to install Cygwin on a windows machine. Then you get essentially a Unix environment (shell, pipes, vi, gcc...) without the learning curve involved in installing and administrating a Linux machine.

That said, if you want to learn Linux, then by all means go for it!