Accelerating Machine Learning DevOps with Kubeflow

Accelerating Machine Learning DevOps with Kubeflow

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The Doctrine Community

8 of 26

8 of 26

The Doctrine Community

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Accelerating Machine Learning DevOps with Kubeflow

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  1. 1 Introduction
  2. 2 Show of hands
  3. 3 Agenda
  4. 4 Who am I
  5. 5 City Scholars
  6. 6 The Problem
  7. 7 The Data
  8. 8 The Doctrine Community
  9. 9 Other stuff to do
  10. 10 Docker
  11. 11 Challenges
  12. 12 Kubeflow doesnt know
  13. 13 Everything starts wide open
  14. 14 What is Kubeflow
  15. 15 Secure Jupiter Notebooks
  16. 16 TF Job
  17. 17 Fraying Attributes
  18. 18 MiniKF
  19. 19 Demo Architecture
  20. 20 User Interface
  21. 21 Pipeline Dashboard
  22. 22 Pipeline Demo
  23. 23 Running a Pipeline Demo
  24. 24 Pipeline Code Walkthrough
  25. 25 Prediction Walkthrough
  26. 26 Additional Content

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