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function in Keras by specifying ‘categorical_crossentropy‘ when compiling the model. Different callbacks are such as Model Check Point, Early Stopping, and TensorBoard. Callbacks EarlyStopping: One technique to reduce overfitting in neural networks is to use early stopping. Early stopping prevents