Having some background in statistics, but none in either linguistics or NLP, that book was a revelation. If you read, and implemented all the exercises in that book you'd find a way to make millions, as NLP is a big deal right now. I did find a little too much concentration on the low level stuff (character parsing, bag of words etc), but in conjunction with Elements of Statistical Learning its wonderful.