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John Alberg - The Man in the Machine (Learning) (S1E7)

Flirting with Models

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Using Deep Normal Networks in Machine Learning

There are some less appealing aspects of moving to deep learning. An ensample of decision trees is much more transparent than a deep neural network. It's hard to quickly iterate through a lot of ideas, as it is with support vector machines or on samples of decision trees. But maybe deep noral networks provide an opportunity to succeed at something harder.

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