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Classroom Contents
Operating Deep Learning Pipelines Anywhere Using Kubeflow
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- 1 Introduction
- 2 The Advanced Pipeline
- 3 Challenges
- 4 Data Quality
- 5 Division of Labor
- 6 Data Science vs Software Engineering
- 7 Data Science Engineering Principles
- 8 Ian Good
- 9 Requirements engineering
- 10 Reproducible builds
- 11 mlflow
- 12 data scientist
- 13 Jupiter
- 14 Feature Catalog
- 15 Model Libraries
- 16 Model Optimization
- 17 Resource Service Management
- 18 Wishlist
