FUNDAMENTAL OF ARTIFICIAL INTELLIGENCE
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Zenodo
2025
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| author | DR DILIP R DR SUPREETH H S G DR CHANDRAPPA D N MS PRIYANKA H V |
| author_facet | DR DILIP R DR SUPREETH H S G DR CHANDRAPPA D N MS PRIYANKA H V |
| contents | <p>Artificial Intelligence (AI) is rapidly reshaping our world — from how <br>we communicate and make decisions, to how industries operate and <br>governments deliver services. In this dynamic landscape, <br>understanding the foundational principles of AI is more than an <br>academic exercise; it is a necessity for navigating the future <br>responsibly and effectively. <br>This book, Fundamentals of Artificial Intelligence, is designed to <br>serve as a comprehensive introduction for students, educators, and <br>professionals who are new to the field, as well as for those seeking to <br>reinforce their foundational understanding. It presents the core <br>concepts, methodologies, and applications of AI in a structured and <br>accessible manner, bridging theoretical depth with practical relevance. <br>The text begins by exploring what AI truly means — from mimicking <br>human behavior to modeling rational agents — while also addressing <br>the philosophical and interdisciplinary roots that shape the field. We <br>trace the historical evolution of AI, examine the risks and rewards it <br>presents, and establish a conceptual framework for understanding <br>intelligent agents and environments. <br>As the book progresses, we delve into the mechanics of problem<br>solving through search strategies, knowledge representation through <br>logic, and decision-making under uncertainty using probabilistic <br>reasoning. Each concept is carefully explained, supported by real<br>world examples and case studies, including several that reflect AI’s <br>growing presence and impact in India. <br>We have also included dedicated chapters on contemporary <br>applications across healthcare, finance, transportation, education, <br>agriculture, and public policy. The case studies at the end of the book <br>showcase global and regional AI deployments, emphasizing not only <br>the potential of AI to drive innovation but also the importance of <br>ethical and responsible implementation. <br>Our goal in writing this book is to build a solid foundation for readers <br>— one that prepares them to further explore specialized AI domains <br>like machine learning, natural language processing, robotics, and <br>cognitive computing. Whether you're a student preparing for an <br>academic course, an aspiring AI practitioner, or simply a curious <br>mind, this book aims to equip you with the clarity and confidence to <br>engage with the evolving world of Artificial Intelligence. <br>We thank the educators, researchers, and AI pioneers whose work <br>continues to inspire generations. And most importantly, we thank you <br>— the reader — for joining us on this journey into the fundamentals <br>of one of the most transformative technologies of our time. </p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_16400187 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | FUNDAMENTAL OF ARTIFICIAL INTELLIGENCE DR DILIP R DR SUPREETH H S G DR CHANDRAPPA D N MS PRIYANKA H V <p>Artificial Intelligence (AI) is rapidly reshaping our world — from how <br>we communicate and make decisions, to how industries operate and <br>governments deliver services. In this dynamic landscape, <br>understanding the foundational principles of AI is more than an <br>academic exercise; it is a necessity for navigating the future <br>responsibly and effectively. <br>This book, Fundamentals of Artificial Intelligence, is designed to <br>serve as a comprehensive introduction for students, educators, and <br>professionals who are new to the field, as well as for those seeking to <br>reinforce their foundational understanding. It presents the core <br>concepts, methodologies, and applications of AI in a structured and <br>accessible manner, bridging theoretical depth with practical relevance. <br>The text begins by exploring what AI truly means — from mimicking <br>human behavior to modeling rational agents — while also addressing <br>the philosophical and interdisciplinary roots that shape the field. We <br>trace the historical evolution of AI, examine the risks and rewards it <br>presents, and establish a conceptual framework for understanding <br>intelligent agents and environments. <br>As the book progresses, we delve into the mechanics of problem<br>solving through search strategies, knowledge representation through <br>logic, and decision-making under uncertainty using probabilistic <br>reasoning. Each concept is carefully explained, supported by real<br>world examples and case studies, including several that reflect AI’s <br>growing presence and impact in India. <br>We have also included dedicated chapters on contemporary <br>applications across healthcare, finance, transportation, education, <br>agriculture, and public policy. The case studies at the end of the book <br>showcase global and regional AI deployments, emphasizing not only <br>the potential of AI to drive innovation but also the importance of <br>ethical and responsible implementation. <br>Our goal in writing this book is to build a solid foundation for readers <br>— one that prepares them to further explore specialized AI domains <br>like machine learning, natural language processing, robotics, and <br>cognitive computing. Whether you're a student preparing for an <br>academic course, an aspiring AI practitioner, or simply a curious <br>mind, this book aims to equip you with the clarity and confidence to <br>engage with the evolving world of Artificial Intelligence. <br>We thank the educators, researchers, and AI pioneers whose work <br>continues to inspire generations. And most importantly, we thank you <br>— the reader — for joining us on this journey into the fundamentals <br>of one of the most transformative technologies of our time. </p> |
| title | FUNDAMENTAL OF ARTIFICIAL INTELLIGENCE |
| url | https://doi.org/10.5281/zenodo.16400187 |