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Introduction
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Classroom Contents
The SAME Project - A Cloud Native Approach to Reproducible Machine Learning
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- 1 Introduction
- 2 Vocabulary
- 3 The Problem
- 4 Two Options
- 5 Kubernetes
- 6 composability
- 7 portability
- 8 scalability
- 9 containers and Kubernetes
- 10 The SAME Project
- 11 Goal
- 12 How it might work
- 13 Running in production
- 14 Setting the context
- 15 Declaratively executing runs
- 16 Recap
- 17 User Experience
- 18 The Same File
- 19 Data Scientists and ML Engineers
- 20 Need in the Community
