{"product_id":"ai-and-machine-learning-for-on-device-development-a-programmers-guide-9781098101749","title":"AI and Machine Learning for On-Device Development: A Programmer's Guide","description":"\u003cp\u003eAI is nothing without somewhere to run it. Now that mobile devices have become the primary computing device for most people, it's essential that mobile developers add AI to their toolbox. This insightful book is your guide to creating and running models on popular mobile platforms such as iOS and Android.\u003c\/p\u003e\u003cp\u003eLaurence Moroney, lead AI advocate at Google, offers an introduction to machine learning techniques and tools, then walks you through writing Android and iOS apps powered by common ML models like computer vision and text recognition, using tools such as ML Kit, TensorFlow Lite, and Core ML. If you're a mobile developer, this book will help you take advantage of the ML revolution today.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eExplore the options for implementing ML and AI on mobile devices\u003c\/li\u003e\n\u003cli\u003eCreate ML models for iOS and Android\u003c\/li\u003e\n\u003cli\u003eWrite ML Kit and TensorFlow Lite apps for iOS and Android, and Core ML\/Create ML apps for iOS\u003c\/li\u003e\n\u003cli\u003eChoose the best techniques and tools for your use case, such as cloud-based versus on-device inference and high-level versus low-level APIs\u003c\/li\u003e\n\u003cli\u003eLearn privacy and ethics best practices for ML on devices\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/07\/2021\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781098101749\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 300","brand":"Laurence Moroney","offers":[{"title":"Default Title","offer_id":40721419468981,"sku":"9781098101749","price":56.09,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_94ac4e30-ebd1-4ad5-a753-20c0d04ae073.jpg?v=1628606554","url":"https:\/\/pastforward.org\/products\/ai-and-machine-learning-for-on-device-development-a-programmers-guide-9781098101749","provider":"Past Forward","version":"1.0","type":"link"}