The reason there's little point in memorizing these formulas is that it's easier to use a computer. If you don't understand it anyways, why not just plug it into a computer? How is it plugging it into a paper formula any better?
In real life applications, we are often not simply presented with coefficients and required to accept the consequences. The coefficients are often the parameters we get to control in order to achieve a desired outcome.