A free 21-lesson course by Microsoft Cloud Advocates teaching beginners the fundamentals of building Generative AI applications. It covers concepts like Generative AI and LLMs, prompt engineering, chat apps, image generation, security, and more, with Python and TypeScript code samples supporting Azure OpenAI, OpenAI API, and open-source models. Features multi-language support, video intros, extra resources, and a Discord community.