Computational Learning Theory - What is the Theory of Computation machine learning?

Mathematical frameworks for quantifying learning tasks and algorithms are the focus of computational learning theory, which is often called statistical learning theory. These are facets of machine learning that are helpful for practitioners to grasp, but not essential for addressing all problems.