Large Language Models: A Deep Dive: Bridging Theory and Practice BY Ms. Sumathy Krishnan, Ms. Rama S, Dr. Krishnamoorthy, Dr P.Ajitha

In the past decade, Large Language Models (LLMs) have revolutionized the field of artificial intelligence and natural language processing, redefining the boundaries between human cognition and machine understanding. This book, a comprehensive collection of expert insights from multiple scholars and practitioners, aims to bridge the theoretical underpinnings of LLMs with practical applications across domains.
Our collaborative effort brings together diverse perspectives—from foundational theories of neural networks and transformers to cutting-edge advancements in fine-tuning, prompt engineering, ethical considerations, and real-world deployments. Each chapter represents a unique voice and expertise, offering readers both depth and breadth of knowledge.
This volume serves multiple audiences including researchers eager to explore recent breakthroughs, practitioners seeking effective implementation strategies, and educators designing curricula in this continually evolving discipline. The process of preparing this book has been as enriching as the content it offers, with contributors rigorously exchanging ideas and synthesizing knowledge to present an accessible yet advanced narrative.
We extend our gratitude to all the authors for their diligence and to the editorial team for their tireless coordination. It is our sincere hope that this book not only informs but also inspires further innovation and critical thinking in the exciting domain of large language models.