The Future of Reproducible Research - Powered by Kubeflow
Offered By: CNCF [Cloud Native Computing Foundation] via YouTube
Course Description
Overview
Syllabus
About the Narrator (me)
About Electric Elk
My Main Hustle This Month
REPRODUCIBILITY
The Replication Crisis: What Is It?
The Replication Crisis: Causes
The Replication Crisis: Consequences
My Experience Trying to Reproduce Research
Tower of Babel: Making Apache Spark, K8s, and Kubeflow Play Nice
Rapid Testing Needed - Desperately
CT Scans for Rapid Testing
Low Dose CT Scans
"De-Noising" Images
Data Source
Why (F)OSS Based Solution
S3 Buckets
Visualizing Results
Positive Outcomes: Cool Example for Book
Calls To Action: Assume Replication
Calls To Action: Assume they won't be using your laptop.
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
Setting up Kubeflow
Conclusion: Buy our book
Taught by
CNCF [Cloud Native Computing Foundation]
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