{"product_id":"ai-at-the-edge-solving-real-world-problems-with-embedded-machine-learning-9781098120207","title":"AI at the Edge: Solving Real-World Problems with Embedded Machine Learning","description":"\u003cp\u003eEdge AI is transforming the way computers interact with the real world, allowing IoT devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations. With techniques like embedded machine learning, developers can capture human intuition and deploy it to any target--from ultra-low power microcontrollers to embedded Linux devices. \u003c\/p\u003e\u003cp\u003e This practical guide gives engineering professionals, including product managers and technology leaders, an end-to-end framework for solving real-world industrial, commercial, and scientific problems with edge AI. You'll explore every stage of the process, from data collection to model optimization to tuning and testing, as you learn how to design and support edge AI and embedded ML products. Edge AI is destined to become a standard tool for systems engineers. This high-level road map helps you get started. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eDevelop your expertise in AI and ML for edge devices \u003c\/li\u003e\n\u003cli\u003eUnderstand which projects are best solved with edge AI \u003c\/li\u003e\n\u003cli\u003eExplore key design patterns for edge AI apps \u003c\/li\u003e\n\u003cli\u003eLearn an iterative workflow for developing AI systems \u003c\/li\u003e\n\u003cli\u003eBuild a team with the skills to solve real-world problems \u003c\/li\u003e\n\u003cli\u003eFollow a responsible AI process to create effective products \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=AUTH-12652504\"\u003eDaniel Situnayake\u003c\/a\u003e, \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=AUTH-15451948\"\u003eJenny Plunkett\u003c\/a\u003e\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/14\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 512\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.80lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 7.00w x 1.20d\u003cbr\u003e\u003cb\u003eISBN13:\u003c\/b\u003e 9781098120207\u003cbr\u003e\u003cb\u003eISBN10:\u003c\/b\u003e 1098120205\u003cbr\u003e\u003cb\u003eBISAC Categories:\u003c\/b\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM094000\"\u003eData Science | Machine Learning\u003c\/a\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM016000\"\u003eArtificial Intelligence | Computer Vision \u0026amp; Pattern Recognit\u003c\/a\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM012050\"\u003eImage Processing\u003c\/a\u003e\u003cbr\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":45876711588015,"sku":"9781098120207","price":79.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0651\/9255\/8767\/files\/img_0335df30-fab4-4306-8360-d398d21244d7.jpg?v=1757694187","url":"https:\/\/www.correctionsbookstore.com\/es\/products\/ai-at-the-edge-solving-real-world-problems-with-embedded-machine-learning-9781098120207","provider":"Corrections Bookstore ","version":"1.0","type":"link"}