How can one identify rocks by looking at them?

I have recently become interested in Geology, particularly the study of rocks. I understand the 3 basic rock types. What I want to know is how does one identify a rock type (Igneous, Metamorphic, Sedimentary) and then the rock (i.e. Granite, limestone, Sandstone, etc.) simply by looking at them?