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AI and Machine Learning for On-Device Development
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AI and Machine Learning for On-Device Development
This book is a comprehensive guide for mobile developers who want to add AI to their toolbox.
With the rise of mobile devices as the primary computing device, it's essential to learn how to create and run ML models on these platforms.
The author, Laurence Moroney, a lead AI advocate at Google, provides an introduction to machine learning techniques and tools, and walks you through writing Android and iOS apps powered by common ML models like computer vision and text recognition.
You'll learn how to choose the best techniques and tools for your use case, including cloud-based versus on-device inference and high-level versus low-level APIs.
Additionally, you'll discover privacy and ethics best practices for ML on devices.
This book is a must-read for any mobile developer looking to take advantage of the ML revolution today.
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