Importance Of Probability In Machine Learning And Data Science

Why do we need this mathematics for ML and Data Science? Machine Learning is a subset of Artificial Intelligence (AI). Though AI and Data Science are two different fields, there are lots of things that overlap, between the two. We need to understand the mathematics that goes behind the models we use for AI and Data Science. The mathematics, we've learned Statistics and Probabilities are widely used in Data Science.