](What is this?
A 21-lesson course by Microsoft Cloud Advocates that teaches the fundamentals of building Generative AI applications, covering concepts like prompt engineering, chat apps, RAG, fine-tuning, and AI agents.
A 21-lesson course by Microsoft Cloud Advocates that teaches the fundamentals of building Generative AI applications, covering concepts like prompt engineering, chat apps, RAG, fine-tuning, and AI agents.Is this a coding framework or a learning course?It's a structured learning course, not a framework. Lessons are split into 'Learn' lessons explaining a concept and 'Build' lessons that pair explanations with runnable code samples in Python and TypeScript.
It's a structured learning course, not a framework. Lessons are split into 'Learn' lessons explaining a concept and 'Build' lessons that pair explanations with runnable code samples in Python and TypeScript.How do I get started with the course?Start with lesson 00, the Course Setup lesson, which walks you through setting up your development environment, then work through lessons in any order since each covers its own topic.
Start with lesson 00, the Course Setup lesson, which walks you through setting up your development environment, then work through lessons in any order since each covers its own topic.What do I need to run the code samples?You need access to one of: Azure OpenAI Service, Microsoft Foundry Models, the OpenAI API, or Foundry Local for fully offline use, plus basic knowledge of Python or TypeScript and a GitHub account to fork the repo.
You need access to one of: Azure OpenAI Service, Microsoft Foundry Models, the OpenAI API, or Foundry Local for fully offline use, plus basic knowledge of Python or TypeScript and a GitHub account to fork the repo.Is GitHub Models still a usable option for the lessons?No, GitHub Models is being retired at the end of July 2026, so the course recommends using Microsoft Foundry Models instead for those lessons.
No, GitHub Models is being retired at the end of July 2026, so the course recommends using Microsoft Foundry Models instead for those lessons.Is this for absolute beginners or do I need prior AI experience?It's aimed at beginners to Generative AI; basic Python or TypeScript knowledge helps, and the README links to separate beginner courses for those languages if you need them first.
It's aimed at beginners to Generative AI; basic Python or TypeScript knowledge helps, and the README links to separate beginner courses for those languages if you need them first.Does running the lessons always require sending data to the cloud?No, you can use Foundry Local to run models fully offline on your own device without any cloud subscription.
No, you can use Foundry Local to run models fully offline on your own device without any cloud subscription.What topics does the course cover beyond basic prompting?It goes from fundamentals (LLMs, prompt engineering) through building text, chat, search, and image generation apps, to advanced topics like function calling, RAG with vector databases, AI agents, fine-tuning, and small language models like Mistral and Meta models.
It goes from fundamentals (LLMs, prompt engineering) through building text, chat, search, and image generation apps, to advanced topics like function calling, RAG with vector databases, AI agents, fine-tuning, and small language models like Mistral and Meta models.Can I clone the repo without downloading all the translations?Yes, since the repo includes 50+ language translations that add a lot of download size, you can use a sparse checkout to clone only the English content and skip translations.
Yes, since the repo includes 50+ language translations that add a lot of download size, you can use a sparse checkout to clone only the English content and skip translations.Are there video lessons included?Most of the 21 lessons include a short video introduction alongside the written lesson, though a few (like lessons 19-21) have videos marked as coming soon.
Most of the 21 lessons include a short video introduction alongside the written lesson, though a few (like lessons 19-21) have videos marked as coming soon.Is there a version of this course for .NET developers?Yes, Microsoft maintains a separate 'Generative AI for Beginners (.NET Edition)' course for .NET developers.
Yes, Microsoft maintains a separate 'Generative AI for Beginners (.NET Edition)' course for .NET developers.What are similar projects?llm-cookbook, Prompt-Engineering-Guide, RAG_Techniques, AI-Engineering-Lab, nlp_course, ai-system-design, ai-agents-from-zero, llm-universe
llm-cookbook, Prompt-Engineering-Guide, RAG_Techniques, AI-Engineering-Lab, nlp_course, ai-system-design, ai-agents-from-zero, llm-universeWhich topics is it in?microsoft-for-beginners, language-model, azure, llms, transformers, vector-database, curriculum, semantic-search, gpt, course, jupyter notebook, fine-tuning
microsoft-for-beginners, language-model, azure, llms, transformers, vector-database, curriculum, semantic-search, gpt, course, jupyter notebook, fine-tuning