Transform Your Web App Development Journey with MERN and AI
Book DescriptionWith AI applications driving a projected $15. 7 trillion boost to the global economy by 2030, combining AI with the popular MERN stack has become a game-changer for developers and businesses alike. Mastering AI App Development with MERN Stack is a hands-on guide designed for developers ready to bring AI capabilities to their MERN applications, covering everything from foundational machine learning to advanced, real-world solutions.
Starting with the essentials of setting up a MERN development environment, the book guides readers through machine learning basics in JavaScript, enabling AI integration with Node. js and TensorFlow. js. Each chapter provides practical insights into building intelligent interfaces with React, effective data handling with MongoDB, and AI middleware using Express. js.
Readers will learn to create features like AI-powered chatbots, image and voice recognition, and personalized recommendation systems. Real-world scenarios and case studies demonstrate how AI can elevate MERN applications.
Table of Contents1. Introduction to AI and the MERN Ecosystem2. Setting Up the MERN Development Environment3. Fundamentals of Machine Learning with JavaScript4. Implementing AI with Node. js and TensorFlow. js5. Creating Intelligent User Interfaces with React6. Data Management for AI with MongoDB7. Building AI Middleware with Express. js8. Crafting AI-Powered Chatbots9. Image and Voice Recognition Capabilities10. Personalization with Recommendation Systems11. Deploying MERN and AI Applications12. Security Practices for AI-Enabled MERN Applications13. Scaling AI Features in Production14. Emerging Trends in AI and MERN Development15. Case Studies and Real-World Success Stories Index
eBook - ePub
Mastering AI App Development with MERN Stack
Step into the Future of App Development by Building Intelligent AI-Powered Applications with MERN Stack and TensorFlow.js for Seamless User Experiences (English Edition)
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
Mastering AI App Development with MERN Stack
Step into the Future of App Development by Building Intelligent AI-Powered Applications with MERN Stack and TensorFlow.js for Seamless User Experiences (English Edition)
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Table of contents
- Cover Page
- Title Page
- Copyright Page
- Dedication Page
- About the Author
- About the Technical Reviewers
- Acknowledgements
- Preface
- Errata
- Table of Contents
- 1. Introduction to AI and the MERN Ecosystem
- 2. Setting Up the MERN Development Environment
- 3. Fundamentals of Machine Learning with JavaScript
- 4. Implementing AI with Node.js and TensorFlow.js
- 5. Creating Intelligent User Interfaces with React
- 6. Data Management for AI with MongoDB
- 7. Building AI Middleware with Express.js
- 8. Crafting AI-Powered Chatbots
- 9. Image and Voice Recognition Capabilities
- 10. Personalization with Recommendation Systems
- 11. Deploying MERN and AI Applications
- 12. Security Practices for AI-Enabled MERN Applications
- 13. Scaling AI Features in Production
- 14. Emerging Trends in AI and MERN Development
- 15. Case Studies and Real-World Success Stories
- Index
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Yes, you can access Mastering AI App Development with MERN Stack by Anik Acharjee in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over 1.5 million books available in our catalogue for you to explore.