{"product_id":"applied-tinyml-ricardo-cid-9789365890716","title":"Applied TinyML: End-to-end machine learning for microcontrollers with examples (English Edition)","description":"\u003cp\u003e\u003cstrong\u003eDESCRIPTION \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eAI is useful when it runs in large machines in data centers, but only when it makes it down to stand-alone edge devices will it unlock countless new use cases and applications. TinyML is transforming AI by bringing ML capabilities to small, low-power devices at the very edge of the network.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book will guide you through building these smart devices. It establishes TinyML's core foundations and a methodology for application development, from problem definition to power management and cost analysis. You will explore practical skills applications, learning sound, movement, and image classification, followed by advanced techniques like object tracking and sensor fusion, using methods such as Kalman filters. You will explore deep learning regression for predictive tasks and essential anomaly detection for identifying unusual patterns, all demonstrated through real-world use cases.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eAfter reading this book, you will be fully equipped to design, build, and deploy complete TinyML systems, from data collection and feature extraction to model training, deployment, and hardware integration. You will gain hands-on skills and the practical engineering knowledge needed to bring intelligent low-power devices to life.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWHAT YOU WILL LEARN\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e● Build smart gadgets that recognize sounds and movements.\u003c\/p\u003e\u003cp\u003e● Learn skills beyond coding to create TinyML systems.\u003c\/p\u003e\u003cp\u003e● Design, build, and deploy TinyML applications.\u003c\/p\u003e\u003cp\u003e● Design smart systems that can learn on their own.\u003c\/p\u003e\u003cp\u003e● Make devices that understand and classify images.\u003c\/p\u003e\u003cp\u003e● See how AI and ML fit into the real-world.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWHO THIS BOOK IS FOR\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is for engineers, developers, and AI enthusiasts eager to build intelligent edge devices. No prior deep expertise in AI or electronics is required; it is perfect for anyone starting their journey in creating smart widgets with TinyML.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ricardo Cid\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 9365890713\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9789365890716\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Bpb Publications\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/03\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 274\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.05lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.58d","brand":"Ricardo Cid","offers":[{"title":"Paperback","offer_id":48446936383743,"sku":"9789365890716","price":39.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_0ac110bc-e7a5-4e81-8747-ee6e3bce04c2.jpg?v=1777227716","url":"https:\/\/www.whiterainbookhouse.com\/products\/applied-tinyml-ricardo-cid-9789365890716","provider":"WR Book House","version":"1.0","type":"link"}