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What does success in MLOps look like?
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Classroom Contents
High-Level Introduction to MLOps - AI Show Episode 33
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- 1 AI Show Intro
- 2 Welcome and Introductions
- 3 Use cases from the AI Taskforce
- 4 Commonalities across projects
- 5 Common challenges - from the Data Engineer perspective
- 6 Common challenges - from the ML Engineer perspective
- 7 Common challenges - from the Data Science perspective
- 8 What does success in MLOps look like?
- 9 Surprising challenges working with customers and how to avoid them
- 10 Review - what is ML Ops
- 11 MLOps in Delivery mission
- 12 MLOps principles
- 13 Tips from the pros