For me, Awk is this awesome tool for quick and dirty 1-3 line scripts to transform textual information. I hardly use it, but when I do, it serves its purpose well. It's also relatively easy to read and understand.
I remember learning most of Awk from a long, single web page that appeared to come from one of the official authors.