First start off with a reseller, so you get the feel of how to manage things, instead of plunging headlong into buying a dedicated server. When you are comfortable with things, and as you get more customers, that's when you may want to buy a server for your hosting company.

Also, make sure that you have a lot of technical know-how and are really knowledgeable in WHM/Plesk/whatever software you may be using.