The Future of Reproducible Research - Powered by Kubeflow

The Future of Reproducible Research - Powered by Kubeflow

CNCF [Cloud Native Computing Foundation] via YouTube Direct link

CT Scans for Rapid Testing

11 of 23

11 of 23

CT Scans for Rapid Testing

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The Future of Reproducible Research - Powered by Kubeflow

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  1. 1 About the Narrator (me)
  2. 2 About Electric Elk
  3. 3 My Main Hustle This Month
  4. 4 REPRODUCIBILITY
  5. 5 The Replication Crisis: What Is It?
  6. 6 The Replication Crisis: Causes
  7. 7 The Replication Crisis: Consequences
  8. 8 My Experience Trying to Reproduce Research
  9. 9 Tower of Babel: Making Apache Spark, K8s, and Kubeflow Play Nice
  10. 10 Rapid Testing Needed - Desperately
  11. 11 CT Scans for Rapid Testing
  12. 12 Low Dose CT Scans
  13. 13 "De-Noising" Images
  14. 14 Data Source
  15. 15 Why (F)OSS Based Solution
  16. 16 S3 Buckets
  17. 17 Visualizing Results
  18. 18 Positive Outcomes: Cool Example for Book
  19. 19 Calls To Action: Assume Replication
  20. 20 Calls To Action: Assume they won't be using your laptop.
  21. 21 What is Kubeflow and Why Will it Help? Talk about Kubaflow pipelines a series of docker containers that execute stops then hand off data to next step
  22. 22 Setting up Kubeflow
  23. 23 Conclusion: Buy our book

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