I would not recommend this for an absolute beginner. It's labeled "beginner-intermediate" on the back cover, but says something like "easy enough for a beginner", but I'm what I would guess to be an advanced beginner - I've read Teach Yourself Beginner's Japanese by Helen Gilhooly, and watched every episode of NHK's Let's Learn Japanese - and I struggled a bit.
First: the chapters don't have a practice dialogue, and there are very few vocabulary lists. Yes, there are accompanying CDs - I only had the book, because that's what my library has - but I still think a good Japanese language book should have some practice dialogues with some kind of story so that you better memorize certain things, instead of sample sentences like "Where is the library?"
Second: the author has a habit of introducing a word once in a sample sentence, and expects you to remember it five (or more) chapters later.
Third: the glossary and index are rather incomplete. When I needed to look up words to answer a question on a test, I had to make an educated guess as to where in the book it might've been mentioned.
Fourth: while it explains some grammatical terms, it does not explain others. I had to use an English grammar handbook to look up what auxiliary verbs and copular verbs were, and to get a better understanding of transitive and intransitive.
In short: if you want to give this book a try, I suggest having a good grammar book on hand. Maybe even a Japanese-English English-Japanese dictionary.