Installing without Fantastico

Hi,

I’m pretty sure this question has been asked before but I don’t seem to be able to find the relevant answer.

I am hoping that some kind souls out there can provide the step by step of WordPress installation without Fantastico. Is this even possible first of all?

Thanks in advance.