Instruct: Classify Amazon reviews into positive or negative sentiment
Query: entertaining, but no pictures

Maybe it's just me, but when someone is teaching me how to dance, I like a picture (or, better yet, video) of how each move goes. It takes more practice when you're reading about it. Other than that, this is a great book. I learned some new things and can't wait to try them out on a live person!