Methods and principles of building "computer systems that automatically improve with experience."

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What's the difference between “deep learning” and multilevel/hierarchical modeling?

Is "deep learning" just another term for multilevel/hierarchical modeling? I'm much more familiar with the latter than the former, but from what I can tell, the primary difference is not in their ...