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Data By the Bay is the first Data Grid conference matrix with 6 vertical application areas  spanned by multiple horizontal data pipelines, platforms, and algorithms.  We are unifying data science and data engineering, showing what really works to run businesses at scale.
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Friday, May 20 • 9:00am - 9:40am
Why you can't afford to ignore deep learning

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Few involved in life sciences have a background in the neural network fundamentals that underpin deep learning, and that can make it quite overwhelming when trying to learn about this topic for the first time. And it doesn't help that there's so much breathless hype around, which makes it hard to know what opportunities are real, and what is just marketing.

I came to deep learning applications in the life sciences from the other direction - although I've been working with neural networks for around 25 years, I only started looking at life sciences applications in the last couple of years. The data in life sciences tends to be challeging to work with - generally unstructured (genome sequences, natural language text, imaging, sound, etc) and often data sets are quite large. This kind of data turns out to be where deep learning really shines. In fact, many classic approaches to data analysis in the life sciences are either in the process of, or are about to be, totally transformed by deep learning. 

In this talk, I'll describe what deep learning can do, and give some examples of how it can be applied, with a particular focus on medical applications. I'll also provide some suggested places to learn more, so if I'm successful in my goal to convince you that you can't afford to ignore deep learning, you'll know where to look next.

Speakers
avatar for Jeremy Howard

Jeremy Howard

CEO, Enlitic
Jeremy Howard is a serial entrepreneur, business strategist, developer, and educator. He is the CEO of Enlitic, a startup he founded to use recent advances in machine learning to transform the practice of medicine, and bring modern medical diagnostics to billions of people in the developing world for the first time. He is the youngest faculty member at Singularity University, where he teaches data science, and is also a Young Global Leader with... Read More →


Friday May 20, 2016 9:00am - 9:40am
Gardner

Attendees (17)