Since the dimensions could be in thousands, millions, billions or even trillion of parameters we need the machine to help us learn the pattern. Again the basic principle is the same, the machine or computer did not learn by itself, humans give the training inputs to discover the pattern or relationship. The generalized pattern discovered by machine learning can no longer be represented by known mathematical equations that human can see.