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View Code? Open in Web Editor NEWOptimization (being referred to not as code optimization but mathematical optimization) empowers practically all modern machine learning and goes well beyond that. After you define a model in machine learning, you tune the model to the data at hand. Mathematically it usually just boils down to finding the minimum of the loss function of the model.