It's just as simple as picking out parts however. You need to make sure that they are compatible with each other, speeds, etc. If you give us a ball-park amount you are willing to spend, we can go from there.

Also, my friend, who has never even opened up a computer in his life, managed to put together his new computer in under 2 hours. Just don't shock the components!