Instruct: Classify Amazon reviews into positive or negative sentiment
Query: A very good reference, even if it's not perfect...

Very good reference: fine examples, good clean code. Some bugs in the combinatorial optimization section (branch and bound, etc.) need to be cleaned up (the best isn't always picked). Still, it's a very useful book.