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