Foundations of Large Language Models (LLMs) with ChatGPT and Llama

Large Language Models (LLMs) are transforming how we interact with technology and process information. This course provides a clear, text-based path to understanding this revolutionary field. By the end of this course, you will possess a solid foundational understanding of LLMs, enabling you to confidently explain their workings, interact with popular models, and begin applying their capabilities to various tasks. What you'll learn: * Understand the fundamental concepts and terminology of Large Language Models (LLMs). * Learn how LLMs process information and generate human-like text. * Apply effective prompt engineering techniques to guide LLM responses. * Explore common applications of LLMs, including content generation and summarization. * Grasp the basic principles of Retrieval-Augmented Generation (RAG) for more informed outputs. * Identify ethical considerations and best practices for responsible LLM deployment. This course begins with essential definitions and the underlying architecture of LLMs, then progresses to practical methods for interacting with models like ChatGPT and Llama, concluding with an exploration of advanced concepts and responsible usage. This course is designed for absolute beginners with no prior experience in artificial intelligence or machine learning. No technical background is required to start learning. Begin your journey into the exciting world of Large Language Models today.