TinyML Foundations and Applications on Arduino Microcontrollers with MATLAB

This book is a comprehensive guide to TinyML, focusing on its foundations and practical applications using Arduino microcontrollers and MATLAB.It will empower readers with the knowledge and skills to implement machine learning models on resource-constrained devices, bridging the gap between cutting-edge technology and real-world applications.With an emphasis on innovation, efficiency, and accessibility, the book provides a roadmap for leveraging TinyML to solve complex problems in areas such as IoT, robotics, and embedded systems. The content is structured to offer a seamless learning experience, starting with the fundamentals of TinyML and progressing to advanced techniques for deploying models on Arduino microcontrollers.Readers will explore topics such as data preprocessing, feature extraction, and model optimization, all within the MATLAB environment.Practical examples and hands-on projects are included to demonstrate key concepts, from building predictive models to implementing re