Textbook in PDF format In the rapidly evolving landscape of technology, the convergence of Artificial Intelligence (AI) and Edge Computing stands as one of the most exciting frontiers. This intersection promises to revolutionize how we interact with the world around us, bringing intelligence and decision-making capabilities directly to the devices we use every day. At the heart of this revolution lies the Raspberry Pi, a powerful yet accessible single-board computer (SBC) that has democratized computing and now stands poised to do the same for edge AI. This book, which serves as the official textbook for IESTI05 Edge AI Engineering at the Federal University of Itajub? (UNIFEI) in Brazil, represents both a passion for technology and a belief in its power to solve real-world problems. While developed to support UNIFEI’s engineering curriculum, the content is designed to be valuable for all learners, whether in academic settings or pursuing independent study. From the compact Raspberry Pi Zero to the more powerful Pi 5, we explore how these incredible devices can become the brains of intelligent systems—recognizing images, understanding speech, detecting objects, and even running small language models. Each project serves as a stepping stone, building your skills and confidence as you progress. Beyond the technical skills, this book aims to instill something more valuable – a sense of curiosity and possibility. The field of edge AI is still in its infancy, with new applications and techniques emerging daily. By mastering the fundamentals presented here, you’ll be well-equipped to explore these frontiers, perhaps even pushing the boundaries of what’s possible on edge devices. Prerequisites: While designed to be accessible, readers will benefit from: Basic Python programming knowledge Familiarity with Linux command-line basics Elementary understanding of machine learning concepts Previous experience with Raspberry Pi (helpful but not required) Who This Book Is For: Whether you’re a student exploring AI for the first time, an educator developing a curriculum, a maker building innovative projects, or a professional seeking to expand your skills, this book provides the knowledge and hands-on experience needed to implement Edge AI solutions on the Raspberry Pi platform successfully. Join us on this journey to the edge of AI innovation, where we’ll bridge theory and practice through engaging, accessible projects that demonstrate the transformative potential of intelligent edge computing