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TinyML Foundations and Applications on Arduino Microcontrollers with MATLAB
by Bai, Ying
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ISBN: • Publisher: CRC Press • Year: 2027
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🌐 [color=#55acee]Language: English
📄 [color=#44bb44]Pages: 393
Description: 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 real-time applications. Each chapter is designed to provide actionable insights, ensuring readers can apply their knowledge to diverse scenarios. With its accessible language and practical focus, this book is a valuable tool for professionals and educators in IoT, automation and smart systems, offering a dependable guide for learning or teaching TinyML concepts.
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📦 DOWNLOAD INFORMATION
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Folder:TinyML Foundations And Applications On Arduino Microcontrollers With MATLAB
Format:EPUB
Total Size:164.27 MB
📋 File List:
[size=2]
📌 TinyML Foundations And Applications On Arduino Microcontrollers With MATLAB.epub (Bai, Ying) (2027) (123.42 MB)
📌 TinyML Foundations And Applications On Arduino Microcontrollers With MATLAB.pdf (Bai, Ying) (40.84 MB)
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🔗RapidGator
https://rapidgator.net/file/0be38de3a53e11e74a17db3146dd30ac/TinyML.Foundations.And.Applications.On.Arduino.Microcontrollers.With.MATLAB.rar
