AI • Machine Learning • Tech on Instagram: "Linear regression is a curve-fitting technique that models a linear relationship between variables by adjusting 2 parameters to move the line. In its simplest 2D form, the model is written as y=mx+b, where the slope m controls the tilt of the line and the intercept b shifts the line up or down. Learning these parameters corresponds to finding the line that best fits the data in a least-squares sense. This idea generalizes naturally to higher dimensions
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AI • Machine Learning • Tech on Instagram: "Linear regression is a curve-fitting technique that models a linear relationship between variables by adjusting 2 parameters to
Linear regression is a powerful statistical technique used to model linear relationships between variables. By adjusting the slope and intercept of a linear equation, you can find the best fit for your data and minimize errors. Whether you're working with 2D or high-dimensional data, linear regression can help you uncover hidden patterns and ...
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