AI and Machine Learning for On-Device Development

Released on by Laurence Moroney
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  • AI and Machine Learning for On-Device Development Book Detail

  • Author : Laurence Moroney
  • Release Date : 2022-01-18
  • Publisher : O'Reilly Media
  • Genre : Computers
  • Pages : 300
  • ISBN 13 : 9781098101749
  • File Size : 83,83 MB
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AI and Machine Learning for On-Device Development by Laurence Moroney PDF Summary

Book Description: 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 models and running them 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--and when to use each 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 Understand how to choose the best techniques and tools for your use case: on-device inference versus cloud-based inference, high-level APIs versus low-level APIs, and more Learn privacy and ethics best practices for ML on devices

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AI and Machine Learning for Coders

AI and Machine Learning for Coders

File Size : 66,66 MB
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If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI