Week Three Muddiest Point

I was confused by the article on Linux and how exactly it worked. The article mentioned that it could be installed on any machine for free and I wondered if it was a separate operating system how that would work. Would you be able to boot both like a mac? Also, how exactly do people go about editing the system.