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Classroom Contents
MLflow at Company Scale - Scaling and Optimizing for High-Volume Machine Learning
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- 1 Intro
- 2 Machine Learning at Criteo
- 3 Architecture
- 4 Scale SOLAlchemyStore
- 5 Whitelist Column
- 6 Monitoring
- 7 Configure the Gunicorn Application
- 8 Automatic DB migration
- 9 Periodic Jobs
- 10 JWT Integration in Javascript
- 11 Integration to company SSO
- 12 Write Easily Fitler Queries
- 13 Miflow-yarn
- 14 Code Organization
