Support Vector machines are one of the most intriguing concept in whole of machine learning. When I was learning about it, I had so many questions and the content on the internet is either incomplete or incorrect. In this series of articles, I tried to answer all the questions that comes to our mind and those that will help you understand the concept better.

Cross-Entropy is something that you see over and over in machine learning and deep learning. This article explains it from Information theory prespective and try to connect the dots. KL-Divergence is also very important and is used in Decision Trees and generative models like Variational Auto Encoders.