{"product_id":"9781394294541","title":"Tiny Machine Learning: Design Principles and Applications","description":"\u003ch1\u003eTiny Machine Learning: Design Principles and Applications\u003c\/h1\u003e\u003ch3\u003eAgbotiname Lucky Imoize | Dinh-Thuan Do | Houbing Herbert Song\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eComputers \/ Data Science \/ Machine Learning\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003e\u003cb\u003eAn expert compilation of on-device training techniques, regulatory frameworks, and ethical considerations of TinyML design and development\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003eIn \u003ci\u003eTiny Machine Learning: Design Principles and Applications,\u003c\/i\u003e a team of distinguished researchers delivers a comprehensive discussion of the critical concepts, design principles, applications, and relevant issues in Tiny Machine Learning (TinyML). Expert contributors introduce a new low power resource, offering vast applications in IoT devices with system-algorithm co-design. \u003c\/p\u003e\n\u003cp\u003e\u003ci\u003eTiny Machine Learning\u003c\/i\u003e explores TinyML paradigms and enablers, TinyML for anomaly detection, and the learning panorama under TinyML. Readers will find explanations of TinyML devices and tools, power consumption and memory in IoT microcontrollers, and lightweight frameworks for TinyML. The book also describes TinyML techniques for real-time and environmental applications. \u003c\/p\u003e\n\u003cp\u003eAdditional topics covered in the book include: \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eA thorough introduction to security and privacy techniques for TinyML devices, including the implementation of novel security schemes\u003c\/li\u003e\n\u003cli\u003eIncisive explorations of power consumption and memory in IoT MCUs, including ultralow-power smart IoT devices with embedded TinyML\u003c\/li\u003e\n\u003cli\u003ePractical discussions of TinyML research targeting microcontrollers for data extraction and synthesis\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003ePerfect for industry and academic researchers, scientists, and engineers, \u003ci\u003eTiny Machine Learning\u003c\/i\u003e will also benefit lecturers and graduate students interested in machine learning.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e  \u003cp\u003e\u003cb\u003eAgbotiname Lucky Imoize\u003c\/b\u003e is a Lecturer in the Department of Electrical and Electronics Engineering at the University of Lagos, Nigeria. He is a Fulbright Fellow, the Vice Chair of the IEEE Communication Society Nigeria chapter, and a Senior Member of IEEE. \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eDinh-Thuan Do, PhD,\u003c\/b\u003e is an Assistant Professor with the School of Engineering at the University of Mount Union, USA. He is an editor of IEEE Transactions on Vehicular Technology and Computer Communications. He is a Senior Member of IEEE. \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eHoubing Herbert Song, PhD, IEEE Fellow,\u003c\/b\u003e is a Professor in the Department of Information Systems, and the Department of Computer Science and Electrical Engineering and Director of the Security and Optimization for Networked Globe Laboratory (SONG Lab) at the University of Maryland, Baltimore County. He is also Co-Editor-in-Chief of IEEE Transactions on Industrial Informatics. \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e03 February 2026\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley-IEEE Press\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9781394294541\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e784\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e45.92\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44348260581516,"sku":"9781394294541","price":129.56,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781394294541_dd158a72-7509-459b-a109-e438e98e437a.jpg?v=1780102804","url":"https:\/\/lateknightbooks.com\/products\/9781394294541","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}