Gupta D. The Potential of Generative AI. Transforming technology,...2024 torrent

Textbook in PDF format

The Potential of Generative AI invites you for a captivating journey into the revolutionary technology, where machines become co-creators and the line between imagination and reality blurs. You will learn how AI helps doctors, engineers, and scientists solve real-world problems.
Next, you will explore use cases where ChatGPT can boost productivity and enhance creativity. The book explores the journey from the origins of this revolutionary technology to its cutting-edge applications. Discover how generative models like GANs and VAEs work, and familiarize yourself with the impact they are making in fields like healthcare, finance, and art. Through real-world case studies and engaging examples, you will witness AI generating life-saving drugs, composing music, and even designing innovative products.
Generative AI represents a paradigm shift in Artificial Intelligence, distinguished by its ability to create new data instances that resemble, or even innovate beyond, existing datasets. It is a subfield of Artificial Intelligence. Artificial Intelligence (AI) and Generative AI are closely related fields, but they have distinct goals and approaches. While AI encompasses a broad range of techniques that aim to mimic human intelligence, generative AI focuses on creating new content, such as images, music, and text or other forms of data.
It represents a transformative branch of AI focused on creating new, realistic data instances rather than strictly adhering to patterns learned from existing data. At its core, generative AI is about harnessing machines’ capacity to imagine, generate, and innovate. The technology primarily relies on sophisticated models designed to understand and replicate patterns present in the training data, enabling the creation of novel content across various domains.
This book explores the cutting-edge capabilities and potential of generative AI in the tech landscape. It will help you discover how generative AI can unlock new opportunities and enhance business operations.
Introduction
Generative AI in Industries
Fundamentals of Generative Models
Applications Across Industries
Creative Expression with Generative AI
Generative AI in Business and Innovation
Deep Dive into GANs
Building and Deploying Generative Models