A Beginner’s Guide to Generative AI by Deepshikha Bhati (.PDF)

Posted on by

File Size: 13.0 MB

A Beginner’s Guide to Generative AI: An Introductory Path to Diffusion Models, Chatgpt and LLMs by Deepshikha Bhati, Fnu Neha, Angela Guercio, Md Amiruzzaman, Aloysius Bathi
Requirements: .PDF reader, 13.0 MB
Overview: This book is the essential guide for anyone curious about AI’s creative power. In the rapidly evolving landscape of Artificial Intelligence (AI), Generative AI stands out as one of the most transformative technologies of our time. Designed for beginners and requiring no prior knowledge of AI, this book breaks down the fundamentals of generative AI, from text and image generation to the workings of models like ChatGPT and Google Bard. The authors provide step-by-step coverage of the essential concepts and techniques that power generative AI. From the basics of how machines learn to generate text and images, to the intricate workings of models like Transformers, ChatGPT, and Google Bard, readers will gain a solid foundation in AI’s most cutting-edge tools. Rather than focusing on a single method, the authors introduce a spectrum of generative modeling techniques, including diffusion models, variational autoencoders, and transformers. This comprehensive exposure ensures readers will be well-prepared to understand and adapt to the rapidly evolving AI landscape. In addition, real-world applications of generative AI across various industries are explored including healthcare innovations, business analytics, and legal technology, and the authors provide practical insights and examples that show how Generative AI is revolutionizing these fields. Understand the practical part of setting up the environment with Python to work with Large Language Models (LLMs) and see how text generation with these models can be done. For this, we will use Hugging Face Transformers, which is an open-source framework that supports pre-trained models such as GPT-2, GPT-3, and others.
Genre: Non-Fiction > Tech & Devices

Free Download links:

https://trbt.cc/d8t4yrqaull9.html

https://katfile.com/27t8pmq81w78/A_Beginner_s_Guide_to_Generative_AI.pdf.html