Part 1: Foundations of Generative AI and the Evolution of Large Language Models

This part provides an overview of generative AI and the role of large language models. It covers the basics of generative AI, different types of generative models, including GANs, diffusers, and transformers, and the foundational aspects of natural language processing. Additionally, it explores how pretrained generative models can be applied from prototype to production, setting the stage for more advanced topics.

This part contains the following chapters:

• Chapter 1, Understanding Generative AI: An Introduction
• Chapter 2, Surveying GenAI Types and Modes: An Overview of GANs, Diffusers, and Transformers

• Chapter 3, Tracing the Foundations of Natural Language Processing and the Impact of the Transformer
  • Chapter 4, Applying Pretrained Generative Models: From Prototype to Production