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)
About this ebook
Transform Your Web App Development Journey with MERN and AI
KEY FEATURES
● Utilize AI for code generation, debugging, and optimizing performance in MERN applications.
● Build AI-powered web apps with real-time data processing and user behavior insights.
● Integrate AI capabilities seamlessly with MongoDB, Express.js, React, and Node.js for scalable web solutions.
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. With guidance on security practices, deployment, and scaling, this book is a complete toolkit for building secure, production-ready AI solutions with MERN.
Mastering AI with the MERN Stack empowers developers to unlock the full potential of AI in the MERN ecosystem, creating innovative, impactful applications for an AI-driven world.
WHAT WILL YOU LEARN
● Integrate AI into MERN applications for improved user experiences.
● Build AI-powered web apps using the MERN stack effectively.
● Implement real-time data processing and personalized content features.
● Leverage pre-trained AI models for language and analytics tasks.
● Design scalable AI architectures to enhance performance and capacity.
WHO IS THIS BOOK FOR?
This book is tailored for JavaScript developers, full-stack developers and frontend or backend developers interested in AI integration into their web applications. It’s also ideal for web developers aiming to create dynamic applications and MERN stack enthusiasts exploring AI's potential. With a basic understanding of the MERN stack, readers will find this guide a valuable resource for advancing their web development careers by incorporating AI capabilities.
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
About the author
Anik Acharjee is a seasoned technology professional with a strong background in software development, particularly in building MERN Stack applications with AI integration. His journey in the tech industry is a testament to his dedication and passion for innovation.
With a solid educational foundation in Computer Science and Engineering, Anik has consistently expanded his skill set through self-education and hands- on experience. His professional career spans multiple roles, including software developer, technical lead, and consultant, accumulating over 8 years of valuable industry experience.
Anik’s proficiency extends to a wide range of technologies, including MongoDB, Express.js, React.js, Node.js, and AI frameworks, enabling him to create robust and scalable applications. He has successfully conceptualized, developed, and deployed numerous projects across various domains, including web development, mobile applications, and AI-powered solutions. He is also the author of Learn Web Technologies From Scratch, a book that reflects his expertise and passion for modern web applications.
As the author of this book, Anik has had the privilege of delving deeper into the intersection of MERN Stack development and AI technologies. This book reflects his passion for integrating AI into modern web applications and his commitment to helping others unlock their full potential in this rapidly evolving field.
Through comprehensive insights and practical guidance, Anik aims to empower both aspiring and experienced developers to harness the power of MERN Stack and AI, navigating the ever-evolving landscape of web development. His motivation derives from an unwavering passion for innovation and a deep commitment to crafting applications that not only meet but exceed user expectations.
Anik's journey has taught him that continuous learning and self-education are powerful tools, and he is eager to inspire and empower others to embark on their learning journeys and achieve their aspirations in the dynamic world of MERN Stack and AI development.
