Recently I took a look to the excellent book The Art of Electronics (by Horowitz and Hill) and I got kind of frustrated that they avoided "hard" math. I can understand why they decided to do that but at the same time, it's kind of weird to me to say to people "this involves a lot of math so just consider it's true".