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Underlying flawed assumptions can lead to poor choices and mistakes, especially with sophisticated methods like machine learning. Skip others' mistakes with this advice from a machine learning adroit.The universal approximation theorem intuition deep neural networks concerns the capacity of networks with bounded width délicat the depth is allowed