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Mastering AI App Development with MERN Stack: Step into the Future of App Development by Building Intelligent AI-Powered Applications with MERN Stack
商品資訊
ISBN13：9789348107688
出版社：Lightning Source Inc
作者：Anik Acharjee
出版日：2024/11/05
裝訂：平裝
規格：23.5cm*19.1cm*2.3cm (高/寬/厚)
商品簡介
商品簡介
Transform Your Web App Development Journey with MERN and AI Book Description
With 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 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
With 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 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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