Well, I suggest Kali Linux but Phage hates it, so we shouldn't speak of it. But there is many distros of Linux that are made for hacking like Anonymous-OS or something.
If you want to run Windows and Linux, just download VirtualBox or VMWare and get the .iso and install it there. Then you can have an OS in a window or fullscreen.