Scaling Open Source ML: How Wolt Uses Kubernetes to Deliver Great Food to Millions

Scaling Open Source ML: How Wolt Uses Kubernetes to Deliver Great Food to Millions

CNCF [Cloud Native Computing Foundation] via YouTube Direct link

Intro

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1 of 20

Intro

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Scaling Open Source ML: How Wolt Uses Kubernetes to Deliver Great Food to Millions

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  1. 1 Intro
  2. 2 Machine Learning Life Cycle
  3. 3 Challenges
  4. 4 What Wolt wants
  5. 5 How did we start
  6. 6 Deploying on Kubernetes
  7. 7 Focus
  8. 8 Wolt Platform
  9. 9 ML Flow
  10. 10 What is ScalaCore
  11. 11 Complex inference graphs
  12. 12 Integrations
  13. 13 Demo
  14. 14 Classification
  15. 15 ML Flow UI
  16. 16 Scaling ML Platform
  17. 17 Big ML Model
  18. 18 Kafka Snowflake
  19. 19 Future Work
  20. 20 Questions

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