Apache Spark Deep Learning Cookbook
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Normalizing the input data for the neural network

Neural networks work more efficiently when the inputs are normalized. This minimizes the magnitude of a particular input affecting the overall outcome over other potential inputs that have lower values of magnitude. This section will normalize the height and weight inputs of the current individuals.