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Classroom Contents
Efficient Model Exploring and Continuous Delivery With Polyaxon + Kubeflow
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- 1 Intro
- 2 What is Mercari?
- 3 Machine Learning at Mercari US
- 4 ML Development Lifecycle
- 5 ML Project Lifecycle at Mercari US
- 6 What is Polyaxon?
- 7 How to run a job on Polyaxon
- 8 What is Kubeflow Pipelines?
- 9 Kubeflow Pipelines at Mercari US
- 10 What we built to accelerate iterations
- 11 Monorepo for Kubeflow Pipelines
- 12 "Project" Manifest for KFP and Polyaxon
- 13 Polyaxon Kubeflow Pipelines Component
- 14 Takeaways
