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Karl Mattias

Ai for Web Developers: Practical Machine Learning Projects Using JavaScript, HTML, and TensorFlow.js (2026 Edition)., (Paperback)

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Ai for Web Developers: Practical Machine Learning Projects Using JavaScript, HTML, and TensorFlow.js (2026 Edition)., (Paperback)
Author: Independently Published
ISBN: 9798259446960
Format: Paperback
Publication Date: 2026-06-11
Page Count: 372

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Paperback
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Non-Fiction
Genre
Business & Investing
Pages
372
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AI for Web Developers

Practical Machine Learning Projects Using JavaScript, HTML, and TensorFlow.js (2026 Edition)

By Karl Mattias

Artificial intelligence is transforming the web at an incredible pace. Features that once seemed futuristic-image recognition, intelligent recommendations, voice assistants, chatbots, and predictive interfaces-are becoming standard expectations for modern applications. Yet many web developers still believe that building AI-powered applications requires advanced mathematics, complex Python environments, or expensive cloud infrastructure.

The reality is far more exciting.

With today's browser technologies and the power of TensorFlow.js, developers can build intelligent applications directly in JavaScript, allowing machine learning models to run efficiently on the client side. If you already know HTML, CSS, and JavaScript, you're much closer to creating AI-powered web experiences than you might think.

AI for Web Developers is a practical, project-driven guide designed to help you bridge the gap between traditional web development and modern machine learning. Rather than overwhelming you with academic theory, this book focuses on real-world implementation, showing you how intelligent systems work and how to integrate them into applications people actually use.

Throughout the book, you'll build a collection of hands-on projects that demonstrate how machine learning can enhance websites and web applications. You'll learn how to work with data, train models, classify images, analyze text, recognize speech, generate recommendations, and deploy intelligent features directly in the browser using modern JavaScript tools.

Inside, you'll discover how to:

- Understand the core concepts behind machine learning without getting lost in complex mathematics

- Use TensorFlow.js to build and deploy AI models directly within web applications

- Collect, clean, and prepare data for machine learning projects

- Create image recognition systems using webcams and pre-trained models

- Build natural language processing applications that understand and analyze text

- Develop intelligent chatbots capable of recognizing user intent and generating useful responses

- Create personalized recommendation systems that adapt to user behavior

- Train, save, and deploy custom machine learning models in the browser

- Improve application performance using modern technologies such as WebGPU and WebAssembly

- Optimize, test, and maintain AI-powered web applications for real-world use

What sets this book apart is its focus on practical learning. Every major concept is reinforced through complete projects, clear explanations, and production-minded examples that help you understand not just what to build, but why it works.

Whether you're a front-end developer looking to expand your skill set, a full-stack engineer exploring AI technologies, a

Ai for Web Developers: Practical Machine Learning Projects Using JavaScript, HTML, and TensorFlow.js (2026 Edition)., (Paperback)
Author: Independently Published
ISBN: 9798259446960
Format: Paperback
Publication Date: 2026-06-11
Page Count: 372

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Specifications

Book format

Paperback

Fiction/nonfiction

Non-Fiction

Genre

Business & Investing

Pages

372

Warranty

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Ai for Web Developers: Practical Machine Learning Projects Using JavaScript, HTML, and TensorFlow.js (2026 Edition)., (Paperback)

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