Animation is Fun by Sheila Graber

Hands-down the single sweetest how-to-animate book that I've come across has to be Sheila Graber's Animation is Fun, published in 1984. The entire book is illustrated with Graber's lovely cartoons, turning what could have been a dry checklist of technical specifications into something rather special.