This is a book review on the book "AI and Machine Learning for On-Device Development: A Programmer's Guide".

The book, "AI and Machine Learning for On-Device Development: A Programmer's Guide" (Grayscale Indian Edition) is edited by Laurence Moroney. It was published on September 3, 2021. Without a place to run it, artificial intelligence is useless. Now that mobile devices have surpassed desktop computers as the primary computing device for the majority of users, it's critical for mobile developers to include AI in their toolkit. This practical guide will show you how to create and run models on popular mobile platforms like iOS and Android.

Laurence Moroney, Google's lead AI advocate, provides an overview of machine learning techniques and tools before walking you through writing Android and iOS apps that use common ML models like computer vision and text recognition, using tools like 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.

This book will show you how to develop ML Kit and TensorFlow Lite apps for iOS and Android, as well as Core ML/Create ML apps for iOS. This book will help you decide which approaches and technologies are suitable for your application, such as cloud-based vs on-device inference and high-level versus low-level APIs. This book will teach you about the best practices for privacy and ethics in machine learning on mobile devices.