I get annoyed when professors from Stanford publish a textbook on machine learning, there's extreme enthusiasm behind it, and when you actually try to implement the methods described, you realize they've given insufficient detail.
I bet the people who tend to be the most enthusiastic about textbooks learned their contents through a class before reading the books.