Is it ok to read the Percy Jackson Books not in order?

Actually, it probably isn't that big of a deal. I'm pretty sure they can stand alone, though you'll be getting spoilers. I think I read the Titan's Curse before Sea of Monsters. It spoils it for you, but it makes enough sense.