Reading this thread I realized that somewhere in the past few decades people stopped referring to books by their authors*. I'd never heard of "The Art of Electronics" but of course I am very familiar with "Horowitz & Hill"!

Or sometimes the picture on the cover or the color ("The Dragon Book" or "The Yellow Book").

TBH, that is a pretty meaty book not well suited to the beginner. It is nice though!