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).

Format:

Book

Author/Creator:

Acharjee, Anik.

Language:

English

Subjects (All):

Artificial intelligence.

Machine learning.

Physical Description:

1 online resource (228 pages)

Edition:

1st ed.

Place of Publication:

Delhi : Orange Education PVT Ltd, 2024.

Summary:

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.

Contents:

Cover Page

Title Page

Copyright Page

Dedication Page

About the Author

About the Technical Reviewers

Acknowledgements

Preface

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Errata

Table of Contents

1. Introduction to AI and the MERN Ecosystem

Introduction

Structure

Overview of Artificial Intelligence

Introduction to the MERN Stack

Evolution of the MERN Stack

MERN Stack Architecture

Reasons to Use MERN Stack

Importance of the MERN Stack

Today’s Demand in the Market

Integration and Compatibility with Other Technologies

The Synergy Between AI and the MERN Stack

Need for Synergy

AI Applications in MongoDB

AI Applications in Express.js

AI Applications in React.js

AI Applications in Node.js

Essential Tools and Technologies

Essential Tools and Technologies in AI Generated by AI.

Notes:

Description based on publisher supplied metadata and other sources.

Part of the metadata in this record was created by AI, based on the text of the resource.

OCLC:

1467876260