{"product_id":"machine-learning-on-commodity-tiny-devices-theory-and-practice-9781032374239","title":"Machine Learning on Commodity Tiny Devices: Theory and Practice","description":"\u003cp\u003e • Author(s): Song Guo\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Data Science - Machine Learning\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book aims at the tiny machine learning (TinyML) software and hardware synergy for edge intelligence applications. It presents on-device learning techniques covering model-level neural network design, algorithm-level training optimization, and hardware-level instruction acceleration.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Hardcover","offer_id":45242155270295,"sku":"9781032374239","price":6452.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781032374239.webp?v=1769231192","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-on-commodity-tiny-devices-theory-and-practice-9781032374239","provider":"Atlantic Books","version":"1.0","type":"link"}