Applied Generative AI for Beginners: Practical Knowledge on Diffusion Models, ChatGPT, and Other LLMs

Applied Generative AI for Beginners: Practical Knowledge on Diffusion Models, ChatGPT, and Other LLMs – Ebook Instant Download/Delivery ISBN(s): 9781484299937,9781484299944,1484299930,1484299949

Product details:

• ISBN-10 ‏ : ‎ 1484299949
• ISBN-13 ‏ : ‎ 9781484299944
• Author: Akshay Kulkarni

Applied Generative AI for Beginners is structured around detailed chapters that will guide you from foundational knowledge to practical implementation. It starts with an introduction to generative AI and its current landscape, followed by an exploration of how the evolution of neural networks led to the development of large language models. The book then delves into specific architectures like ChatGPT and Google Bard, offering hands-on demonstrations for implementation using tools like Sklearn. You’ll also gain insight into the strategic aspects of implementing generative AI in an enterprise setting, with the authors covering crucial topics such as LLMOps, technology stack selection, and in-context learning. The latter part of the book explores generative AI for images and provides industry-specific use cases, making it a comprehensive guide for practical application in various domains.

Table contents:

1. Introduction to Generative AI

2. Evolution of Neural Networks to Large Language Models

3. LLMs and Transformers

4. The ChatGPT Architecture: An In-Depth Exploration of OpenAI’s Conversational Language Model

5. Google Bard and Beyond

6. Implement LLMs Using Sklearn

7. LLMs for Enterprise and LLMOps

8. Diffusion Model and Generative AI for Images

9. ChatGPT Use Cases

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