AI and Machine Learning for On-Device Development: A Programmer's Guide, 1st Edition

Author:   Laurence Moroney ,  Ray Greenley
Publisher:   Ascent Audio
ISBN:  

9798212392280


Publication Date:   20 December 2022
Format:   Audio  Audio Format
Availability:   In Print   Availability explained
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AI and Machine Learning for On-Device Development: A Programmer's Guide, 1st Edition


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Overview

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

Full Product Details

Author:   Laurence Moroney ,  Ray Greenley
Publisher:   Ascent Audio
Imprint:   Ascent Audio
ISBN:  

9798212392280


Publication Date:   20 December 2022
Audience:   General/trade ,  General
Format:   Audio
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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Laurence Moroney leads AI Advocacy at Google. His goal is to educate the world of software developers in how to build AI systems with machine learning. He's a frequent contributor to the TensorFlow YouTube channel at youtube.com/tensorflow, a recognized global keynote speaker, and the author of more books than he can count, including several bestselling science fiction novels and a produced screenplay. He's based in Washington state, where he drinks way too much coffee. Ray Greenley is an Oregon-born narrator living near Philadelphia, Pennsylvania. He has many years of stage acting and narrating experience. In addition to his acting experience and training, Ray has a background in computer science. When not working in his professionally built voice-over booth, Ray enjoys spending time with his family of seven kids, several of whom he still reads to before bedtime. He also loves playing board, video, and role-playing games and being Cubmaster for his kids' Cub Scout Pack.

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