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…