AI and Machine Learning for On-Device Development
- Author Laurence Moroney
- Narrator Ray Greenley
- Publisher Ascent Audio
- Publish Date 20 December 2022
- Run Time 9 hours and 18 minutes
- Format Audio
- Genre Information architecture, Information theory, Natural language and machine translation, Programming and scripting languages: general.
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What to expect
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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