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How Machines Make Predictions: Finding Correlations in Complex Data

From a signalling perspective, the world is a noisy place. In order to make sense of anything, we have to be selective with our attention. We humans have, over the course of millions of years of natural selection, become fairly good at filtering out background signals. We learn to associate particular signals with certain events. For instance, imagine you're playing table tennis in a busy office.