Web Reference: 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. Polynomial regression uses higher-degree polynomials. Both of them are linear models, but the first results in a straight line, the latter gives you a curved line. Nov 18, 2025 · Let's first apply Linear Regression on non-linear data to understand the need for Polynomial Regression. The Linear Regression model used in this article is imported from sklearn.
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