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Saturday, October 22 • 12:00pm - 12:45pm
Introduction to Deep Learning(NVIDIA)

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NVIDIA compute GPUs and software toolkits are key drivers behind major advancements in machine learning. Of particular interest is a technique called "deep learning", which utilizes what are known as Convolution Neural Networks (CNNs) having landslide success in computer vision and widespread adoption in a variety of fields such as autonomous vehicles, cyber security, and healthcare. In this talk is presented a high level introduction to deep learning where we discuss core concepts, success stories, and relevant use cases.  Additionally, we will provide an overview of essential frameworks and workflows for deep learning.  Finally, we explore emerging domains for GPU computing such as large-scale graph analytics, in-memory databases.


Speakers
avatar for Abel Brown

Abel Brown

Senior solutions architect, NVIDIA
Abel Brown is a senior solutions architect with NVIDIA, where he helps customers and partners develop GPU-accelerated analytics applications to solve defense and national security problems, with a particular focus on deep learning. Prior to joining NVIDIA, Abel led DARPA research on large-scale systems integration and cyber-physical information assurance and was principal engineer for real-time data analytic frameworks deployed in NASA... Read More →


Saturday October 22, 2016 12:00pm - 12:45pm
4F Track D : Asakai B