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There is a close link involving machine learning and compression. A method that predicts the posterior probabilities of the sequence supplied its full history can be used for optimum data compression (by using arithmetic coding around the output distribution). a lecturer at MIT Sloan and head of machine learning at Kensho, which focuses primarily