Web Reference: Jul 11, 2025 · Polynomial Regression is a form of linear regression where the relationship between the independent variable (x) and the dependent variable (y) is modelled as an n^ {th} degree polynomial. It is useful when the data exhibits a non-linear relationship allowing the model to fit a curve to the data. Description: Learn Polynomial Regression in Python with scikit-learn. Step-by-step tutorial with examples, code, plots, and interpretation. Perfect for data analytics and machine learning beginners. Python has methods for finding a relationship between data-points and to draw a line of polynomial regression. We will show you how to use these methods instead of going through the mathematic formula.
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