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Download our Machine Learning Industry Guide to identify specific ways in which machine learning software and platforms can benefit your business with industry insight. We covered this in an earlier blog post, to quickly recap (if you haven't read the earlier post), supervised learning involves training an algorithm with specific samples of A B data and can be used to classify vast quantities new data to identify which category it belongs to. Before running machine learning algorithms, training data must be selected, pre-processed and cleansed. A system based on machine learning and artificial intelligence operates on rules and probabilities to solve problems.