This is a free course on generative AI for beginners, open-sourced by Microsoft. The course is divided into 18 sections, covering everything you need to know to create a generative AI application, including an introduction to generative AI and Large Language Models (LLMs), prompt crafting, building text generation applications, chat applications, image generation applications, and vector database topics.