No
Yes
View More
View Less
Working...
Close
OK
Cancel
Confirm
System Message
Delete
My Schedule
An unknown error has occurred and your request could not be completed. Please contact support.
Scheduled
Wait Listed
Personal Calendar
Speaking
Conference Event
Meeting
Interest
There aren't any available sessions at this time.
Conflict Found
This session is already scheduled at another time. Would you like to...
Loading...
Please enter a maximum of {0} characters.
{0} remaining of {1} character maximum.
Please enter a maximum of {0} words.
{0} remaining of {1} word maximum.
must be 50 characters or less.
must be 40 characters or less.
Session Summary
We were unable to load the map image.
This has not yet been assigned to a map.
Search Catalog
Reply
Replies ()
Search
New Post
Microblog
Microblog Thread
Post Reply
Post
Your session timed out.
This web page is not optimized for viewing on a mobile device.Visit this site in a desktop browser or download the mobile app to access the full set of features.
GTC 2018 Silicon Valley

S8259 - How Comcast Uses Deep Learning to Build Intelligent Products and Applications

Session Speakers
Session Description

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.


Additional Information
Telecom Industry Solutions, Predictive Analytics for Retail, Speech and Language Processing
Telecommunications, Media & Entertainment
Intermediate technical
Talk
25 minutes
Session Schedule