A Generative Approach to Classification

I always get confused whenever someone talks about generative vs. discriminative classification models.

I end up reading it again and again, yet somehow it eludes me.

So I thought of writing a post on it to improve my understanding.

This post is about understanding Generative Models and how they differ from Discriminative models.

In the end, we will create a simple generative model ourselves.