Generative AI: Innovations and Applications Across Industries: Exploring the Influence on Healthcare, Education, Finance, and Beyond.

Karna, Brijesh Kumar; Singh, Suryabhan; Chelliah, Pethuru Raj; Chaudhary, Akshitta R

This book explores Generative AI, covering its transformative applications and innovative technologies. Each chapter meticulously examines Generative AI's impact across diverse domains, including creative fields, healthcare, education, entertainment, finance, and more.

The book begins by establishing the foundation for comprehending Generative AI, presenting fundamental concepts, tracing its historical progression, and analyzing key technologies like deep neural networks (DNNs), variational autoencoders (VAEs), and generative adversarial networks (GANs) in Chapter 1. In Chapter 2 we explore Generative AI's role in revolutionizing creative domains like writing, visual arts, and music composition. Chapter 3 delves into its impact on business and marketing, reshaping strategies and operations through AI-generated content and personalized experiences. In Chapter 4, we investigate Generative AI's influence on healthcare, accelerating drug discovery, personalized medicine, and medical imaging. Education is spotlighted in Chapter 5, showcasing Generative AI's contributions to personalized learning and interactive educational materials. Chapter 6 examines its impact on entertainment and media, while Chapters 7 through 11 delve into legal, financial, industrial, and environmental applications, addressing ethical considerations and future trends. Finally, Chapter 12 concludes with case studies and expert insights, offering readers a comprehensive understanding of Generative AI's potential and societal implications. Join us on this enlightening journey through the diverse landscapes of Generative AI, where innovation knows no bounds and the future is limited only by our imagination.

In the end, this book offers readers a comprehensive understanding of the transformative potential and societal implications of Generative AI.

What you will learn:

• What are the foundational concepts and technological advancements behind Generative AI.
• What are large language models
• Understand Generative AI's role in reshaping business landscapes.
• What is the future of Generative AI and its potential impact.

Who this book is for:

AI Professionals, machine learning engineers and software professionals seeking a comprehensive understanding of Generative AI across various business domains.

Details

Published by: Apress

Publication Date: 2026-11-12

Format: Paperback

ISBN-13: 9798868829116

DOI:

Dimensions: 254cm x178cm

Pages: