Server? bot farm? idea's? advice please

Hey guys im considering investing in a server to bot farm but ive never owned a server and i dont know how they work ive got spare office space i want to turn into a server room ideas on.

Hardware

Software

Internet plan

what to bot

and anything else i need/youd suggest

Basically everything from scratch. my budget is $5000USD