This book will provide a comprehensive exploration of edge AI, detailing its underlying technologies, current applications, and future potential. It will bridge the gap between theoretical concepts and practical implementations, making it an invaluable resource for researchers, industry professionals, and students alike. This book aims to be a seminal work that not only educates but also inspires its readers to harness the power of edge AI.