I had once the experience of talking with someone who did a machine learning neural network model, to fit a linear polynomial function. f(x) = mx + b When I sh

I had once the experience of talking with someone who did a machine learning neural network model, to fit a linear polynomial function. f(x) = mx + b When I showed my simpler approach they were confused... What do you mean by linear polynomial function?