Video course · 5 chapters · 13 min · certificate
Generative AI Application Lifecycle: From MLOps to LLMOps with Azure Tools
The lifecycle of generative AI apps: the shift from MLOps to LLMOps, the app developer lifecycle from ideation to operation, tooling, metrics and evaluation, and examples like Contoso Chat.
What you'll learn
- Explain the MLOps to LLMOps shift
- Describe the LLM app lifecycle
- Choose metrics beyond accuracy
- Use Azure tooling for evaluation
- Learn from a reference example
Chapters
5 chapters · 12:33-
1:32
01Intro Members
Introduction
Part of Generative AI for Beginners.
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1:37
02Overview Members
Lesson overview
What's covered.
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2:12
03Concepts Members
The paradigm shift
Beyond accuracy.
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3:22
04Lifecycle Members
App developer lifecycle
Ideate, build, operate.
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3:50
05Example Members
Examples
Contoso Chat.