Simplify Calculus for Machine Learning with SymPy

Machine learning requires some calculus. Many of the online Machine learning courses don't always cover the basics of calculus assuming the user already has a foundation. If you are anything like me, you might need a bit of a refresher. Let's take a look at a few basic calculus concepts and how to write them in your code using SymPy. Most of the time, we need calculus to find the derivatives in optimization problems.