Dev Anand on Instagram: "Polynomial regression is useful when a straight line cannot capture the pattern but the relationship is still smooth and continuous. It works by creating additional derived features from the original input and then applying linear regression in this expanded feature space, which makes the model appear curved on the graph even though it remains linear in how it learns."

How To Graph Polynomial Functions Using End Behavior, Multiplicity & Zeros