Difference Between a Batch and an Epoch in a Neural Network - MachineLearningMastery.com

Stochastic gradient descent is a learning algorithm that has a number of hyperparameters. Two hyperparameters that often confuse beginners are the batch size and number of epochs. They are both int...

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Difference Between a Batch and an Epoch in a Neural Network - MachineLearningMastery.com

Source: MachineLearningMastery.com

Stochastic gradient descent is a learning algorithm that has a number of hyperparameters. Two hyperparameters that often confuse beginners are the batch size and number of epochs. They are both integer values and seem to do the same thing. In this post, you will discover the difference between batches and epochs in stochastic gradient descent. […]