Instruct: Classify Amazon reviews into positive or negative sentiment
Query: Use with caution!

I have found a large number of typographical and math errors in this book. Although for the most part, the book is informative about the formulas, there are a number of formulas that are incorrect. Fortunately you can find the original citations to get the correct equations. I recommend you do the example problems, to verify the formulas.