ML - Classification - Binary cross entropy

Visual explanations

https://towardsdatascience.com/understanding-binary-cross-entropy-log-loss-a-visual-explanation-a3ac6025181a

Deeper article on entropy

https://colah.github.io/posts/2015-09-Visual-Information/

A Mathematical Theory of Communication : C.E. Shannon

https://worrydream.com/refs/Shannon_1948_-_A_Mathematical_Theory_of_Communication.pdf