{"product_id":"embedded-ai-david-such-9781718504905","title":"Embedded AI: Intelligence at the Deep Edge","description":"\u003cb\u003eA project-driven guide to designing, training, and deploying artificial intelligence directly on embedded hardware, showing how to build intelligent, autonomous systems under real-world constraints.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003ci\u003eEmbedded AI\u003c\/i\u003e is a hands-on, hardware-first guide to building intelligent systems that run locally, in real time, on microcontrollers and single-board computers. Rather than focusing on theory or isolated case studies, the book emphasizes practical design decisions and the trade-offs engineers face when deploying AI on constrained devices. \u003cp\u003e\u003c\/p\u003eReaders begin with the foundations of embedded systems and machine learning, then learn how to collect, explore, and preprocess sensor data. The book places particular emphasis on exploratory data analysis, feature engineering, and data quality--areas that are critical to embedded machine learning but often overlooked. \u003cp\u003e\u003c\/p\u003eUsing popular platforms such as Arduino, Raspberry Pi, STM32, and Seeed Studio boards, readers work through concrete projects including battery monitoring, hot-word detection, gesture recognition, noise classification, occupancy detection, and intelligent control systems. Industry-standard tools such as scikit-learn, TensorFlow Lite, and Edge Impulse are introduced only to the extent needed to support real projects. \u003cp\u003e\u003c\/p\u003eAdvanced chapters address sensor fusion, power management, model compression, security, and privacy, helping readers understand how to build systems that are not just intelligent, but robust and deployable. The book concludes with a biologically inspired approach to embedded intelligence using the open-source Primal Layers framework, culminating in an embedded AI robot project.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e David Such\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 171850490X\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781718504905\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e No Starch Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/06\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 600\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"David Such","offers":[{"title":"Paperback","offer_id":48457563996415,"sku":"9781718504905","price":79.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_47c8bdff-4c55-473f-84ea-8b97f92382a4.jpg?v=1777399970","url":"https:\/\/www.whiterainbookhouse.com\/products\/embedded-ai-david-such-9781718504905","provider":"WR Book House","version":"1.0","type":"link"}