It can be expensive, but It doesn't have to be. my friends grandma does it in her kitchen with very crude tools cobbled from common junk. She probably doesn't even have a couple hundred dollars in it. Or you can go nuts and spend 50k +
Also, there are a few very easy to follow books on the market to help you get through it all, not to mention many free guides on this forum and others.