Understanding and effectively communicating a concept often requires first building a simple mental Model. Consider, for example, how we teach the physical laws to students: it helps to walk with algebra before you can run with calculus. This kind of model trades correctness (shaving off "unnecessary" detail) for an increased ability to grasp the larger picture.
This post first appeared on Elder Research Data Science & Machine Learning Blog, please read the originial post: here