AI and Machine Learning On–Device Development
Autor Laurence Moroneyen Limba Engleză Paperback – 23 aug 2021
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
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Specificații
ISBN-13: 9781098101749
ISBN-10: 109810174X
Pagini: 300
Dimensiuni: 179 x 232 x 17 mm
Greutate: 0.52 kg
Editura: O'Reilly
ISBN-10: 109810174X
Pagini: 300
Dimensiuni: 179 x 232 x 17 mm
Greutate: 0.52 kg
Editura: O'Reilly
Notă biografică
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 author of more books than he can count, including several best-selling science fiction novels, and a produced screenplay. He's based in Washington state, where he drinks way too much coffee. You can reach him on twitter at @lmoroney, or LinkedIn at linkedin.com/in/laurence-moroney.