To get started, find out what niche interests you, or which niche isn’t as heavily promoted, where you will get those players from (geographical locations), the earning potential.
Go through CAPs list of affiliate programs for that niche (or just ask the forum!)
Buy a good keyword related domain for you niche.. and away you go!