Instruct: Classify Amazon reviews into positive or negative sentiment
Query: This book is a reference manual at best...

If you are new to PHP, DO NOT buy this book. I can't believe all the good reviews here. There are no practical examples, and very little useful information. It is, at best, a reference manual. If you're new to PHP, check out David Powers' books.