I agree with Choochoojr, I built mine recently and bought most of the stuff from Neweeg, I got AMD 64 939 3000+ with gigabyte motherboard plus 1GB mem, costed me about $300. All other parts I used my old ones.
Don't get scare easily, it's just building Lego blocks. If you know how to read and put parts together, you're all set.