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Arizona BFGS Bill Piere CS193P CS229 CS230 California CocoaPods Colorado river Conjugate gradient FIRST Hanson Hexo Initializer L-BFGS Lake Powell Las Vegas Lower Antelope Canyon ML MVC MarkDown MySQL Nevada O show Octave PHP Page Ray Moss References Scott Murr Spanish Swift TOEFL Utah Xcode activation function backpropagation biology bread brownie chiffon cake classification classification problem convex function cost function croissant decision boundary design matrix fake training set feature scaling forward propagation foward propagation function minimization unconstrained generalization global minmum gradient descent gradient descent algorithm horseshoe bend hypothesis hypothesis equation hypothesis representation iOS iOS framework kitchen playground layer learning rate line search algorithm linear decision boundary linear regression logistic function logistic regression marathon matrix maximum likelihood estimation model representation multi-class neural network non-invertible non-linear classification non-linear decision boundary non-linear hypothesis normal equation observer one vs all one vs rest overfitting paella podspec polynomial regression private pods receipe recipe regression problem regularization run seafood sigmoid function singular matrix squared error function static struct tempo run training trip underfitting vectorization vectorize implementation vocabulary weight