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