Quick Start Guide to Large Language Models (LLMs): Unit 1

This course is designed to guide you through the evolution of natural language processing (NLP), from its historical roots to the cutting-edge advancements of today. You'll delve into the mechanics of modern deep learning architectures, exploring ground breaking concepts like attention and alignment mechanisms. Gain hands-on experience with leading LLMs such as ChatGPT, Llama, and T5, and discover how these models are revolutionizing AI-driven solutions. Through practical lessons, you'll learn about semantic search and build your own retrieval-augmented generation systems. Additionally, you'll gain experience in prompt engineering, enabling you to communicate effectively with LLMs. By the end of this course, you'll be equipped with the skills to effectively leverage the power of LLMs.