If you don't know anything about the Artificial Intelligence theory and know some linear algebra and probability, this book is great. It makes you understand what is different about programming an Artificial Intelligence application than the traditional applications. I liked the book's theoretical approach while teaching Artificial Intelligence subject, good examples!
Just beware that it doesn't teach how to implement any Artificial Intelligence application, but makes you understand how to build them.