Publisher's Synopsis
JavaScript Programming for Natural Language Processing: A Hands-On Guide to Building Smart Text-Based Applications
Unlock the power of Natural Language Processing (NLP) with JavaScript and build intelligent, text-driven applications that redefine the way we interact with technology.
This book is your ultimate hands-on guide to mastering NLP using JavaScript, offering an in-depth exploration of cutting-edge techniques, practical coding exercises, and real-world applications. Whether you're a beginner looking to enter the world of NLP or an experienced developer aiming to integrate machine learning into JavaScript applications, this book provides a comprehensive roadmap to success.
What You'll Learn Inside:- Fundamentals of NLP - Understand tokenization, sentiment analysis, text classification, named entity recognition (NER), and more.
- JavaScript NLP Libraries - Master Natural.js, NLP.js, Compromise.js, and other powerful tools to process and analyze text.
- Real-World Applications - Build chatbots, speech-to-text tools, recommendation systems, AI-driven search engines, and multilingual translation applications.
- Advanced NLP Techniques - Explore topic modeling, text clustering, and NLP in blockchain applications.
- Practical, Step-by-Step Projects - Get hands-on experience with code samples, walkthroughs, and industry-use cases.
- Deploying NLP Applications - Learn how to optimize, package, and deploy your NLP-powered projects on cloud platforms like AWS and Google Cloud.
- Hands-on Coding: This isn't just theory-you'll be coding powerful NLP applications from Day 1.
- Web-Focused NLP: Unlike Python-based NLP guides, this book specializes in JavaScript-first implementations, making it perfect for web developers.
- Perfect for Beginners & Experts: Whether you're just starting or looking to enhance your JavaScript NLP skills, this book has you covered.
- JavaScript Developers - Want to expand into AI and machine learning? This book is for you.
- NLP Enthusiasts - Learn how to apply NLP concepts practically in JavaScript.
- AI & Web Developers - Build intelligent, interactive applications that understand human language.
- Entrepreneurs & Innovators - Create smart chatbots, voice assistants, and NLP-powered web applications that set you apart.