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Linear Discriminant Analysis (LDA), Quadratic Discriminant Analysis (QDA), ordinary least squares method to estimate regression parameters by minimizing the squared loss, parameter estimation for ridge regression by minimizing the regularized squared loss and gradient descent procedure.

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Linear Discriminant Analysis (LDA), Quadratic Discriminant Analysis (QDA), ordinary least squares method to estimate regression parameters by minimizing the squared loss, parameter estimation for ridge regression by minimizing the regularized squared loss and gradient descent procedure.

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