If you're going to go with a Linux distribution I actually recommend Mint, Ubuntu, or OpenSuse. But all you have to do is download the .ISO of whatever operating system that you want to download, and burn the .ISO onto a disk. Then insert the disk and reboot your pc, and boot off the disk, then the installation should begin.