Machine Learning System Design Interview

Author: Paolo Perrone — System Design Newsletter URL: https://newsletter.systemdesign.one/p/machine-learning-system-design-interview

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About

  • Issue: #146
  • Full Title: How ML Systems Actually Work: From Data to Deployment
  • Subtitle: From Embeddings to Feature Stores — 38 Concepts That Power Netflix, Uber, and Spotify
  • Published: May 12, 2026

Key Topics (from description)

The article covers how ML systems actually work in production, spanning:

  • Embeddings
  • Feature stores
  • ML system design for Netflix, Uber, and Spotify-scale systems
  • Data → deployment pipeline

Notes

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