Supervised Machine Learning in Depth · Interactive activity

Multiple and polynomial regression

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Not everything is a straight line

A car's fuel use rises with speed, but very slow driving wastes fuel too. A straight line can't capture that U shape.

How can a “linear” model fit a curve?