Overview

AI is no longer a distant technology-it's here, and it's reshaping the way we build for the web. In AI for Web Developers: Machine Learning Projects with HTML, JavaScript, and TensorFlow.js, Hart Livingstone takes you on a hands-on journey into the intersection of artificial intelligence and modern web development. This book is written for curious developers who want to go beyond traditional coding and bring smart, interactive, and adaptive features directly into their web apps. With clear explanations, practical insights, and complete code examples, this guide turns complex AI concepts into simple, engaging learning experiences. You'll explore how to train and deploy machine learning models right in the browser, using nothing more than HTML, JavaScript, and TensorFlow.js - no heavy servers, no external dependencies. How to integrate AI and ML into front-end projects using TensorFlow.js The fundamentals of data handling, model training, and real-time predictions in the browser Building interactive projects - from image recognition apps to voice-controlled interfaces Tips for optimizing models, deploying AI-powered web apps, and testing across devices How to use WebGPU, WebAssembly, and Edge AI to push web performance to the next level Whether you're a web developer taking your first steps into AI or a machine learning enthusiast exploring browser-based solutions, this book gives you the tools, understanding, and confidence to build the intelligent web experiences of tomorrow. Instead of diving deep into mathematical theory, Hart focuses on real projects and creative problem-solving - helping you understand why things work, not just how. Every chapter feels like sitting beside a mentor who's as passionate about code as they are about teaching. You'll see how AI can make websites more personal, responsive, and even conversational. By the End of This Book you'll have a complete portfolio of browser-based AI projects and a strong grasp of how to design, build, and deploy machine learning apps - right from your code editor to the web.Get ready to merge creativity with intelligence. The future of web development starts right in your browser.

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