Future Learn

Learn the basics of generative AI and large language models You’ll begin with an introduction to generative AI, exploring what it is, how it started, and it’s evolution into the large language models (LLM) we use today. In studying the generative AI landscape and systems available, as well as diving into generative AI’s architecture and processes, you’ll grasp how each model works, even major foundation models, like ChatGPT and Hugging Face. Interact with AI models Once you’ve grasped the basics, you’ll advance to interacting directly with generative AI models. You’ll learn the essentials of prompt engineering, including how to craft effective prompts and use techniques like few-shot prompting, chaining prompts, and task breakdowns. By the end of the week, you’ll be able to apply advanced skills to overcome context limitations. Build AI applications with Retrieval Augmented Generation and Azure Finally, you’ll explore different types of generative AI applications, from API-based to multi-model systems. With newly acquired AI skills, you’ll learn the fundamentals of building AI applications, like Retrieval Augmented Generation (RAG), and testing it it on cloud tools, like Azure.