# The Math For Gradient Descent and Backpropagation

After improving and updating my neural networks library, I think I understand the popular backpropagation algorithm even more. I also discovered that $\LaTeX$ was usable on WordPress so I want to present my thoughts on gradient descent and backpropagation using cool math equations and nice intuitions. Of course, this post will be math intensive because there will be some calculus concepts.