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Machine Learning System Design

2022/03/14


Resources

  • CS 329S: Machine Learning Systems Design
  • AWS re:Invent 2020: Designing better ML systems: Learning from Netflix
  • Standford MLSys Seminar: Chip Huyen
  • Principles of Good Machine Learning Systems Design
  • 6 Little-Known Challenges After Deploying Machine Learning
  • A Practical Guide to Maintaining Machine Learning in Production

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