July 2024
Beginner to intermediate
190 pages
5h 30m
English
Content preview from Generative AI Foundations in Python
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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 ...
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