Welcome to the exciting world of Probabilistic Programming! This article is a gentle introduction to the field, you only need a basic understanding of Deep Learning and Bayesian statistics. — By the end of this article, you should have a basic understanding of the field, its applications, and how it differs from more traditional deep learning methods. If, like me, you have heard of Bayesian Deep Learning, and you guess it involves bayesian statistics, but you don't know exactly how…