ML Infra for Netflix Recommendations - AI NEXTCon talk
Faisal Siddiqi presented on machine learning infrastructure for recommendations. He outlined Boson and AlgoCommons, two major ML infra components. Boson focuses on offline training for both ad-hoc exploration and production. It provides utilities for data preparation, feature engineering, training, metrics, and visualization. AlgoCommons provides common abstractions and building blocks for ML like
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Human-Centric Machine Learning Infrastructure @Netflix
WeAreNetflix Podcast: Episode 4 - Machine Learning Infrastructure At Netflix
