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A Day in the Life of a Data Scientist - Conquer ML Lifecycle on Kubernetes

A Day in the Life of a Data Scientist - Conquer ML Lifecycle on Kubernetes

CNCF [Cloud Native Computing Foundation] via YouTube Direct link

DevOps

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DevOps

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Classroom Contents

A Day in the Life of a Data Scientist - Conquer ML Lifecycle on Kubernetes

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  1. 1 Introduction
  2. 2 Meet Rita Zhang
  3. 3 Data Preparation
  4. 4 DevOps
  5. 5 Containers in Kubernetes
  6. 6 Kubernetes ML solutions
  7. 7 Realworld examples
  8. 8 Transfer learning
  9. 9 Demo
  10. 10 Serving
  11. 11 CoopFlow
  12. 12 Hyperparameter Tuning
  13. 13 Recap
  14. 14 Next steps
  15. 15 Outro

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