One way to think about machine learning is to compare a machine learning model to a student and the process of training a machine learning model to the process of teaching a student.
Like a student, a machine learning model starts with little or no knowledge about the problem space. It learns by being exposed to data, just like a student learns by being exposed to new information.
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