As today is PI day, it seems to be a good idea to celebrate how mathematics has helped define machine learning. Mathematical knowledge is vital to understanding and applying machine learning algorithms. From understanding uncertainty and intervals of prediction; to choosing parameter setting with a validation strategy, mathematical concepts help to implement machine learning. […]