Congrats!
I'm assuming that you bought a 1.8GHz or 2x2.0GHz machine, in which case you want "PC3200" 184-Pin DIMM memory.
BUT THIS IS KEY: You have to buy it in pairs. Most on-line retailers will sell them in pairs anyway to help you out (e.g., they'll offer a 1GB RAM upgrade for the G5 which will be 2x512MB DIMMS).
As far as brands, I use EDGE because I heard somewhere from someone (which is to say, pure rumor) that the woman who was the primary architect of Photoshop only uses EDGE. Look around for pricing at the regular on-line Mac shops (ClubMac, MacMall, etc.). If you're going to buy a lot, I'd actually call them because some places are willing to bargain a bit on the phone -- I got ClubMac to cut $20 of my tablet that way. Not much but it paid for shipping. Squeaky hamster gets the grease!