Netflix Research: Machine Learning

Описание к видео Netflix Research: Machine Learning

In practice, large-scale applied Machine Learning (ML) requires substantial infrastructure and systems engineering investment. Although we’re most well-known for early work in personalized recommendations, the sophistication and breadth of ML algorithms and applications at Netflix have grown substantially over the last few years. Today our main challenge is to scale machine learning in heterogeneous language environments across several domains and at all stages of a project’s lifecycle, including ad-hoc exploration, preparing training data, model development, and robust production deployment.

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