Data Normalization - Deep Learning Dictionary
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Data Normalization for Neural Networks - Deep Learning Dictionary
Generally speaking, prior to training a neural network, we normalize our dataset in some way ahead of time as part of the data pre-processing step where we prepare the data for training.
The general goal of normalization techniques is to transform the underlying data so that it all can be compared against each other via a common scale.
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