BEGIN:VCALENDAR PRODID:-//eluceo/ical//2.0/EN VERSION:2.0 CALSCALE:GREGORIAN BEGIN:VEVENT UID:860c6b5b8725801fb7645c52b01fb8ec DTSTAMP:20240502T044452Z SUMMARY:How Comcast Uses Deep Learning to Build Intelligent Products and Ap plications DESCRIPTION: \n\nDave Monnerat (Senior Director AI Product) and Jan Neumann (Director\,\nTechnical Research & Development) will be describing how Com cast\nNBCUniversal uses GPU-powered machine learning to build intelligent\ nproducts specifically focusing on the areas of smart home video\nanalytic s and virtual assistants for customer service. They will talk\nabout how t he team uses deep learning to alert customers of noteworthy\nevents being observed by their smart home cameras\, and how it helps\nComcast to accura tely understand the intent of our customers when they\ncontact Comcast via virtual assistants. Furthermore\, they will talk\nabout how reinforcement learning is used to identify and best resolve\ncustomer concerns and how distributed multi-GPU clusters speed up\ntraining the models and enable in ference at Comcast scale.\n DTSTART:20180417T200000Z DTEND:20180417T220000Z LOCATION:Gerri C. LeBow Hall\, 3220 Market Street\, 033\, Philadelphia\, PA 19104 END:VEVENT END:VCALENDAR