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


The theory of computational learning, also known as statistical learning theory, pertains to mathematical structures used for quantifying learning tasks and algorithms. These are aspects of machine learning that, while not necessary to understand in great detail, can aid a machine learning practitioner in solving a wide range of problems.