Learn the fundamentals of building Generative AI applications with our 21-lesson comprehensive course by Microsoft Cloud Advocates.
This course has 21 lessons. Each lesson covers its own topic so start wherever you like!
Lessons are labeled either "Learn" lessons explaining a Generative AI concept or "Build" lessons that explain a concept and code examples in both Python and TypeScript when possible.
Each lesson also includes a "Keep Learning" section with additional learning tools.
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Azure OpenAI Service - Lessons: "aoai-assignment"
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GitHub Marketplace Model Catalog - Lessons: "githubmodels"
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OpenAI API - Lessons: "oai-assignment"
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Basic knowledge of Python or TypeScript is helpful - *For absolute beginners check out these Python and TypeScript courses.
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A GitHub account to fork this entire repo to your own GitHub account
We have created a Course Setup lesson to help you with setting up your development environment.
Don't forget to star (🌟) this repo to find it easier later.
If you are looking for more advanced code samples, check out our collection of Generative AI Code Samples in both Python and TypeScript.
Join our official AI Discord server to meet and network with other learners taking this course and get support.
Sign up for Microsoft for Startups Founders Hub to receive free OpenAI credits and up to $150k towards Azure credits to access OpenAI models through Azure OpenAI Services.
Do you have suggestions or found spelling or code errors? Raise an issue or Create a pull request
- A short video introduction to the topic
- A written lesson located in the README
- Python and TypeScript code samples supporting Azure OpenAI and OpenAI API
- Links to extra resources to continue your learning
Special thanks to John Aziz for creating all of the GitHub Actions and workflows
Bernhard Merkle for making key contributions to each lesson to improve the learner and code experience.
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