AARGGH! I paid close to a hundred bucks for the Tibshirani book a few years ago! On the plus side, I think it's a beautiful, beautiful machine learning book that is a welcome replacement to Tom Mitchell's book, which is showing its age. I highly recommend the Tibshirani et al. book to anyone with college-level math and a desire to understand what the hell this machine learning thing REALLY is.