I have been writing up my functional programming tutorials as chapters for a new book, "The Science of Functional Programming". This presentation focuses on one of the main themes of the book - the techniques and applications of mathematical reasoning about…

Let's see the math that explains how backpropagation works backwards through a neural network.

We've seen how to calculate the gradient of the loss function using backpropagation in the previous video. We haven't yet seen though where the backwards movement…

An interactive matrix multiplication calculator for educational purposes