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S2E3: Dr. Jennifer Listgarten on Solving Biological Questions with Creative Machine Learning

Theory and Practice

CHAPTER

The Future of Deep Learning

Alex Castellanos: In some sense, the web is Brahe, or going with your theme of not just data, but also infrastructure. He says we're kind of in the Kepler era with deep learning, where there are these new ideas that are working demonstrably better than things that have come in the past. But unlike support vector machines, they don't have the quite the same theoretical grounding,. At least that's my impression.

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