What a ML Model Really Is (From a Mathematical Perspective)

When we talk about a model in machine learning, it helps to immediately drop all associations with “artificial intelligence” and complex abstractions. At its core, a model is simply a function. Nothing more, nothing less. It takes some input data and returns a result. The only difference is that thi