I'll be honest, I'm still reading this and probably will be for the rest of my life. It's only ~175 pages long, but what's there is an intense discussion of the chemistry of brewing. Having a very small chemistry background is a definite disadvantage and will make most people put the book down before they are done with the foreword.
However, this is the definitive text for brewing science.