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Get the big picture of how machine learning works, its relationship to artificial intelligence, and where companies are putting it to work. Machine learning brings humans and machines closer together by enabling humans to "teach" machines. Machines learn by processing a training data set, which tunes an algorithm. A valid training set contains the features necessary to tune the algorithm. The algorithm allows machines to execute a task, such as classifying email.