For those who haven't picked up Art of Insight in Science and Engineering, table of contents here:
https://mitpress.mit.edu/sites/default/files/titles/free_dow...
"This book shows you how to build insight and understanding first, so that you do not drown in complexity. Therefore, our approach will not be rigorous -- for rigor easily becomes rigor mortis or paralysis by analysis"