{"product_id":"tinyml-for-beginners-a-practical-guide-to-building-machine-learning-models-on-microcontrollers-and-edge-devices-9798277209851","title":"Tinyml for Beginners: A Practical Guide to Building Machine Learning Models on Microcontrollers and Edge Devices","description":"\u003cp\u003e • Author(s): Usher C. Harman\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Robotics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eUnlock the world of TinyML with a clear, beginner-friendly guide designed to help anyone build intelligent, low-power AI systems. This book breaks down complex concepts into simple steps, showing you exactly how to run machine-learning models on microcontrollers, sensors, and small edge devices - even with zero prior experience.\u003c\/p\u003e\u003cp\u003eInside, you'll learn how to collect and prepare data, train lightweight models, deploy them on popular boards like Arduino and ESP32, and create real projects you can use in everyday life. Each chapter focuses on practical skills, hands-on examples, and clear explanations to help you understand why things work, not just how.\u003c\/p\u003e\u003cp\u003eWhether you're a student, hobbyist, engineer, or someone exploring the future of AI, this guide gives you the confidence to build efficient on-device intelligence without expensive hardware or advanced programming knowledge.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat you'll gain from this book: \u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eA solid foundation in TinyML and embedded AI\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eStep-by-step training and deployment workflows\u003c\/p\u003e\u003cp\u003eReal-world projects you can build immediately\u003c\/p\u003e\u003cp\u003eSkills to optimize and run models on low-power devices\u003c\/p\u003e\u003cp\u003eConfidence to create smart, efficient systems on your own\u003c\/p\u003e\u003cp\u003eStart your journey into the future of AI - one small device at a time.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47593794502807,"sku":"9798277209851","price":1613.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798277209851.webp?v=1774983406","url":"https:\/\/atlanticbooks.com\/products\/tinyml-for-beginners-a-practical-guide-to-building-machine-learning-models-on-microcontrollers-and-edge-devices-9798277209851","provider":"Atlantic Books","version":"1.0","type":"link"}