Logarithm is a mathematical transform that transformed the world. There are others, and we learn about them (and much more) in our course on Differential equations and numerical mathematics.
For the complete course, see the playlist https://www.youtube.com/playlist?list=PLQL6z4JeTTQnIbkbPliqX1QZiXs35RQjq