FUNDAMENTAL OF ARTIFICIAL INTELLIGENCE

Overview & Synopsis

Artificial Intelligence (AI) is rapidly reshaping our world — from how we communicate and make decisions, to how industries operate and governments deliver services. In this dynamic landscape, understanding the foundational principles of AI is more than an academic exercise; it is a necessity for navigating the future responsibly and effectively. This book, Fundamentals of Artificial Intelligence, is designed to serve as a comprehensive introduction for students, educators, and professionals who are new to the field, as well as for those seeking to reinforce their foundational understanding. It presents the core concepts, methodologies, and applications of AI in a structured and accessible manner, bridging theoretical depth with practical relevance. The text begins by exploring what AI truly means — from mimicking human behavior to modeling rational agents — while also addressing the philosophical and interdisciplinary roots that shape the field. We trace the historical evolution of AI, examine the risks and rewards it presents, and establish a conceptual framework for understanding intelligent agents and environments. As the book progresses, we delve into the mechanics of problemsolving through search strategies, knowledge representation through logic, and decision-making under uncertainty using probabilistic reasoning. Each concept is carefully explained, supported by realworld examples and case studies, including several that reflect AI’s growing presence and impact in India. We have also included dedicated chapters on contemporary applications across healthcare, finance, transportation, education, agriculture, and public policy. The case studies at the end of the book showcase global and regional AI deployments, emphasizing not only the potential of AI to drive innovation but also the importance of ethical and responsible implementation. Our goal in writing this book is to build a solid foundation for readers — one that prepares them to further explore specialized AI domains like machine learning, natural language processing, robotics, and cognitive computing. Whether you're a student preparing for an academic course, an aspiring AI practitioner, or simply a curious mind, this book aims to equip you with the clarity and confidence to engage with the evolving world of Artificial Intelligence. We thank the educators, researchers, and AI pioneers whose work continues to inspire generations. And most importantly, we thank you — the reader — for joining us on this journey into the fundamentals of one of the most transformative technologies of our time.