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Data can be preprocessed directly when writing the data files, or within the tf . data pipeline, or in preprocessing layers within your model, or

Data can be preprocessed directly when writing the data files, or within the tf.data pipeline, or in preprocessing layers within your model, or using TF Transform. Can you list a few pros and cons of each option?

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