What do you look for when shopping for a digital camera?

I am a college student, and i was looking into buying a new digital camera. I am no photographer so I am just looking for something small to fit into my purse to take pictures of friends and family. I was looking at the Kodak EasyShare 8.0MP Digital Camera or the Casio Exlim 10.1 MP. I dont know which is better for me though. i would appreciate some opinions!!!!!!!