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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems.

Systems 226
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Evolving from Rule-based Classifier: Machine Learning Powered Auto Remediation in Netflix Data…

The Netflix TechBlog

Service Integrations Figure 2 illustrates the integration of the services generating and applying the recommendations in the data platform. The major services are as follows: Nightingale is a service running the ML model trained using Metaflow and is responsible for generating a retry recommendation.

Tuning 210
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