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GTC ON-DEMAND

Consumer Engagement & Personalization
Presentation
Media
How Comcast Uses Deep Learning to Build Intelligent Products and Applications
Abstract:

We'll describe how Comcast uses GPU-powered machine learning to build intelligent products specifically focusing on the areas of smart home video analytics and virtual assistants for customer service. We'll explain how we use deep learning to alert our customers of noteworthy events being observed by their smart home cameras, and how it helps us to accurately understand the intent of our customers when they contact us via our virtual assistants and how we use reinforcement learning to identify how to best resolve their concerns. We'll also talk about how our distributed multi-GPU clusters speed up training the models and enable inference at Comcast scale.

 
Topics:
Consumer Engagement & Personalization, 5G & Edge, Speech & Language Processing
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8259
Streaming:
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