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• 05:24, 26 April 2024 Rice talk contribs created page Newton's method (Created page with "'''Newton's method''' is an alternative to Gradient Descent. In contrast to GD, which uses the first derivative to approach the optimal model, Newton's method adds the ''second derivative'' to converge ''faster''. Newton's method has the drawback of being more computationally expensive due to the need to find the second derivative. <math> w_j = w_j - a\frac{\frac{\partial l}{\partial w_j}}{\frac{\partial^2 l}{\partial w_j^2}} </math> Category:Machine Learning")