Why Training a Neural Network Is Hard - MachineLearningMastery.com

Or, Why Stochastic Gradient Descent Is Used to Train Neural Networks. Fitting a neural network involves using a training dataset to update the model weights to create a good mapping of inputs to ou...

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Why Training a Neural Network Is Hard - MachineLearningMastery.com

Source: MachineLearningMastery.com

Or, Why Stochastic Gradient Descent Is Used to Train Neural Networks. Fitting a neural network involves using a training dataset to update the model weights to create a good mapping of inputs to outputs. This training process is solved using an optimization algorithm that searches through a space of possible values for the neural network […]