Applied Machine Learning: a Netflix Production, Deep Recommendations at Twitch
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Talks & recordings
3 connected sessions
ApertureData: Managing Visual Data for Machine Learning
ApertureData's platform accelerates AI applications through its Data Management solution that redefines how large visual data sets are stored, searched and processed. It exposes a unified interface for storing and searching both the data and metadata associated with visual artifacts.
Applied Machine Learning at Netflix
How do we scale Data Science innovation by making collaboration effortless? How do we enable Data Scientists to single-handedly and reliably introduce their models to production? How do we make it easy to develop ML models that humans trust?
Deep Recommendations at Twitch
Twitch is a social video platform with 15 million+ daily viewers. This talk explores difficulties that live content introduces to recommendations, and the recommender built to personalize many products at Twitch, including architecture decisions and learnings around offline metrics.