AI for Web Developers: Embed Machine Learning into React and Node - Tapa blanda

Sinopsis

AI for Web Developers is the ultimate hands-on guide for modern developers looking to integrate machine learning into their full-stack workflows using React and Node.js. Whether you're building intelligent UIs, recommendation systems, chatbots, or real-time analytics tools, this book gives you the practical skills to bring AI to the browser and backend seamlessly.

Starting with core ML concepts and JavaScript-based AI libraries, you’ll learn how to train, deploy, and run models directly in the browser or through Node APIs. Dive into real-world projects—like voice recognition with TensorFlow.js, smart search with natural language processing, and image classification with pre-trained models—and discover how to connect these intelligent features to modern web apps with React and Express.

• Integrate AI features into React apps using TensorFlow.js and ONNX

• Build Node.js services that serve, train, and update ML models

• Use AI to power smart UI interactions, from auto-complete to emotion detection

• Optimize and deploy ML-enhanced web apps to production

• Combine cloud ML services with custom JavaScript models

Whether you're a frontend developer aiming to add intelligence to the user experience, or a backend developer ready to deliver smarter APIs, this book equips you to build the next generation of web applications—powered by AI.

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