Logistic Regression

Logistic Regression January 24, 2018 Written by Boutros El-Gamil Github Xing Linkedin Youtube Idea Theory Cost Function No Closed-Form Solution Gradient Descent Algorithm Make Predictions Newton’s Method Multivariate Logistic Regression…

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Nonlinear Regression

Nonlinear Regression January 9, 2018 Written by Boutros El-Gamil Github Xing Linkedin Youtube IdeaTheoryClosed Form ApproachGradient Descent AlgorithmMultivariate Nonlinear RegressionPolynomial Degree Selection (Bias -Variance Tradeoff)Implementation in Python 1. Idea[watch video]In…

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