Authors: Dr. Suma R, Mr. Dineshkumar M, Dr. Prabha R and Mrs. Namrata Brahamaprakash

ISBN: 978-81-994623-3-5

DOI: https://doi.org/10.59646/499

Date of Publication: October 27, 2025

About the Book: 

From Data to Discovery: The Impact of GenAI and ML is an in-depth exploration of how Generative Artificial Intelligence (GenAI) and Machine Learning (ML) are revolutionizing the way humans create, analyze, and understand knowledge in the digital age. The book traces the fascinating evolution of AI—from the early algorithmic foundations of the 1940s to the powerful generative and deep learning models shaping the 21st century. It begins by introducing the fundamental concepts of GenAI and ML, their distinct learning paradigms, architectures, and transformative applications across industries such as healthcare, finance, creative arts, and storytelling. With rich insights into neural networks, supervised and unsupervised learning, and the mechanics of deep learning, it bridges technical depth with practical understanding. The narrative progresses to showcase the creative, ethical, and societal dimensions of GenAI—highlighting its power to accelerate scientific discovery, redefine the future of work, and reshape human collaboration with machines. Through detailed analyses, real-world case studies, and ethical frameworks, the book emphasizes the balance between innovation and responsibility in building a sustainable AI ecosystem. From Data to Discovery ultimately envisions a future where human curiosity, creativity, and ethical consciousness harmoniously guide the evolution of intelligent systems, turning data into discovery and innovation into societal progress.