Laurence Moroney 
AI and Machine Learning for On-Device Development [PDF ebook] 

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 i OS 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 i OS apps powered by common ML models like computer vision and text recognition, using tools such as ML Kit, Tensor Flow 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 i OS and Android Write ML Kit and Tensor Flow Lite apps for i OS and Android, and Core ML/Create ML apps for i OSChoose 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