Probability for machine learning

How is probability used in machine learning?

1. Introduction

In this post, we will walk through the building blocks of probability theory and use these learnings to motivate fundamental ideas in machine learning. In the first section, we will talk about random variables and how they help quantify real world experiments. The following section…