{"product_id":"pre-order-approx-7-14-business-days-print-on-demand-tiny-machine-learning-by-agbotiname-lucky-imoize-9781394294541-zz-fe59a","title":"*PRE-ORDER, APPROX 7-14 BUSINESS DAYS, print-on-demand* Tiny Machine Learning by Agbotiname Lucky Imoize 9781394294541 [ZZ]","description":"\u003cp\u003eDesign Principles and Applications. Hardcover, Wiley\u003c\/p\u003e\n\u003cp\u003e\u003cspan style=\"font-family: arial; font-size: small;\"\u003e\u003cstrong\u003eAn expert compilation of on-device training techniques, regulatory frameworks, and ethical considerations of TinyML design and development\u003c\/strong\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003eIn \u003cem\u003eTiny Machine Learning: Design Principles and Applications,\u003c\/em\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\u003cem\u003eTiny Machine Learning\u003c\/em\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\n\u003cp\u003e\u003cspan style=\"font-family: arial; font-size: small;\"\u003ePerfect for industry and academic researchers, scientists, and engineers, \u003cem\u003eTiny Machine Learning\u003c\/em\u003e will also benefit lecturers and graduate students interested in machine learning.\u003c\/span\u003e\u003c\/p\u003e","brand":"Scorpio Bookstore","offers":[{"title":"New","offer_id":43549250682939,"sku":"S2RZ2B-6330","price":179.95,"currency_code":"CAD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0369\/1895\/1995\/files\/1779817983899MYP6N4JMAC6FXXMD1LTN.jpg?v=1779818021","url":"https:\/\/www.scorpiobookstore.com\/products\/pre-order-approx-7-14-business-days-print-on-demand-tiny-machine-learning-by-agbotiname-lucky-imoize-9781394294541-zz-fe59a","provider":"Scorpio Bookstore","version":"1.0","type":"link"}