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ML Flow
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Classroom Contents
Scaling Open Source ML: How Wolt Uses Kubernetes to Deliver Great Food to Millions
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- 1 Intro
- 2 Machine Learning Life Cycle
- 3 Challenges
- 4 What Wolt wants
- 5 How did we start
- 6 Deploying on Kubernetes
- 7 Focus
- 8 Wolt Platform
- 9 ML Flow
- 10 What is ScalaCore
- 11 Complex inference graphs
- 12 Integrations
- 13 Demo
- 14 Classification
- 15 ML Flow UI
- 16 Scaling ML Platform
- 17 Big ML Model
- 18 Kafka Snowflake
- 19 Future Work
- 20 Questions
