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[] Introduction to Hamza Tahir
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Classroom Contents
Building an Open Source MLOps Stack with ZenML - Part 2
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- 1 [] Introduction to Hamza Tahir
- 2 [] Big things to be shared on this episode
- 3 [] ZenML re-architecture / Introduction
- 4 [] ZenML early days
- 5 [] Bringing ML into production is still a broken process
- 6 [] Standardizing the process eases the pain
- 7 [] ZenML: Author portable ML pipelines
- 8 [] ZenML 0.20.0 Release
- 9 [] ZenML Architectural Change
- 10 [] Before 0.20.0 Remote case
- 11 [] After 0.20.0 Remote case
- 12 [] ZenML Dashboard: a beautiful, new look
- 13 [] Easily launch the dashboard from the CLI
- 14 [] The ZenML Dashboard is an Open-source
- 15 [] Easily deploy with ZenML CLI
- 16 [] Collaboration like never before
- 17 [] Shared stacks
- 18 [] Centralizing configuration
- 19 [] Demo
- 20 [] ZenML Pipelines Connect and Travel Across Stacks
- 21 [] Local Development with ZenML
- 22 [] Staging Pipeline
- 23 [] Coding
- 24 [] Integration between ZenML and Github actions
- 25 [] Connect with ZenML
- 26 [] ZenML Restarting process
- 27 [] Hamza's involvement in design decisions
- 28 [] Wrap up
