Related post currently on the front page: "What is Dimensional Analysis", https://news.ycombinator.com/item?id=37493955
My favorite bit is his explanation of how dimensional analysis explains the relationships between powers used in Sobolev inequalities. After we get the idea of dimensions divorced from the usual physical MLT usage you can apply these techniques all over math.