Structure in Architecture
This book 'does a great job of explaining the necessary fundamentals in a quick simple way. Including simple diagrams, illustrations, and real-life examples you can do at home to help understand the author's intent.' With simple easy to understand illustrations it shows you how and why things work the way they do. This is a classic.