📺 Edge#222: Inside Axion, The Feature Store Architecture Powering ML Pipelines at Netflix
The feature store is a key component of Netflix’s ML Platform
On Thursdays, we dive deep into one of the freshest research papers or technology frameworks that is worth your attention. Our goal is to keep you up to date with new developments in AI to complement the concepts we debate in other editions of our newsletter.
💥 What’s New in AI: Inside Axion, The Feature Store Architecture Powering ML Pipelines at Netflix
Netflix hosts one of the world’s most sophisticated machine learning (ML) infrastructures. Running thousands of ML models, both real-time and batch, requires a sophisticated data and experimentation infrastructure. Over several iterations, Netflix built Axion, a feature store designed to accelerate offline experimentation and model training in ML solutions at Netflix.