Artificial Intelligence

Book Review: AI and ML for On-Device Development: A Programmer’s Guide

Written By : Sumana Bhattacharya

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.

Join our WhatsApp Channel to get the latest news, exclusives and videos on WhatsApp

                                                                                                       _____________                                             

Disclaimer: Analytics Insight does not provide financial advice or guidance on cryptocurrencies and stocks. Also note that the cryptocurrencies mentioned/listed on the website could potentially be scams, i.e. designed to induce you to invest financial resources that may be lost forever and not be recoverable once investments are made. This article is provided for informational purposes and does not constitute investment advice. You are responsible for conducting your own research (DYOR) before making any investments. Read more about the financial risks involved here.

How LYNO Could Outpace the Top 5 Altcoins With 20x ROI Potential Before the Next Bull Run Ends

Shiba Inu Slips as Bitcoin Swift, Cold Wallet, and Light Chain AI Gain Investor Traction in August

Binance Becomes the First Member of T3+ Global Collaboration to Combat Blockchain-Related Crimes

Could LYNO Deliver 25x Returns by 2026? Here’s Why Early Buyers Are Confident

This New AI Coin UNIL Is Set for a 5X Gain at Listing – A Better Bet Than SUI and DOGE?