AI and Machine Learning for On-Device Development: A Programmer’s Guide

AI 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.

Laurence 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.

Explore the options for implementing ML and AI on mobile devices Create ML models for iOS and Android Write ML Kit and TensorFlow Lite apps for iOS and Android, and Core ML/Create ML apps for iOS Choose the best techniques and tools for your use case, such as cloud-based versus on-device inference and high-level versus low-level APIs Learn privacy and ethics best practices for ML on devices

From the brand

Explore our collection

Sharing the knowledge of experts

O’Reilly’s mission is to change the world by sharing the knowledge of innovators. For over 40 years, we’ve inspired companies and individuals to do new things (and do them better) by providing the skills and understanding that are necessary for success.

Our customers are hungry to build the innovations that propel the world forward. And we help them do just that.

Publisher ‏ : ‎ O’Reilly Media; 1st edition (September 21, 2021)
Language ‏ : ‎ English
Paperback ‏ : ‎ 326 pages
ISBN-10 ‏ : ‎ 109810174X
ISBN-13 ‏ : ‎ 978-1098101749
Item Weight ‏ : ‎ 1.15 pounds
Dimensions ‏ : ‎ 7 x 0.69 x 9.19 inches