Duke University
End to End LLMs with Azure
Duke University

End to End LLMs with Azure

Taught in English


Gain insight into a topic and learn the fundamentals

Noah Gift
Alfredo Deza

Instructors: Noah Gift

Intermediate level

Recommended experience

9 hours to complete
3 weeks at 3 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Create Large Language Model endpoints in Azure

  • Use GitHub Actions to deploy a containerized application for LLMs

Details to know

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April 2024


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There is 1 module in this course

This week, you will explore architectural patterns and deployment of large language model applications. By studying RAG, Azure services, and GitHub Actions, you will learn how to build robust applications. You will apply your learning by implementing RAG with Azure search, creating GitHub Actions workflows, and deploying an end-to-end application.

What's included

16 videos9 readings2 assignments1 ungraded lab


Noah Gift
Duke University
40 Courses92,296 learners

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Duke University

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