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Mastering AI App Development with MERN Stack

Author : Anik Acharjee

Publisher : Orange Education Pvt Ltd

Page : 490 pages

File Size : 34,12 MB

Release : 2024-11-05

Category : Computers

ISBN : 9348107682

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Book Description

TAGLINE 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



Love's Victory

Author : Pabitra Banerjee

Publisher : Pabitra Banerjee

Page : 75 pages

File Size : 37,3 MB

Release : 2023-12-21

Category : Family & Relationships

ISBN :

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Book Description

"Love's Victory" unfolds the captivating journey of Bhed and Anamika, a tale interwoven with the threads of love, resilience, and triumph. As their story unfolds against the backdrop of personal and professional challenges, the narrative beautifully captures the transformative power of love, demonstrating how it becomes the guiding force that shapes destinies and propels individuals towards their dreams. Pabitra Banerjee's poignant storytelling not only delves into the complexities of relationships but also celebrates the indomitable spirit of those who find strength and success in the embrace of unwavering love. "Love's Victory" is a heartfelt exploration of the human experience, a testament to the enduring power of love to overcome adversity and pave the way for extraordinary triumphs.



Pro MERN Stack

Author : Vasan Subramanian

Publisher : Apress

Page : 552 pages

File Size : 27,24 MB

Release : 2019-05-11

Category : Computers

ISBN : 1484243919

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Book Description

Assemble the complete stack required to build a modern web app using MongoDB, Express, React, and Node. This book also covers many other complementary tools: React Router, GraphQL, React-Bootstrap, Babel, and Webpack. This new edition will use the latest version of React (React 16) and the latest React Router (React Router 4), which has a significantly different approach to routing compared to React Router 2 which was used in the first edition of the book. Though the primary focus of Pro MERN Stack is to equip you with all that is required to build a full-fledged web application, a large portion of the book will be devoted to React 16. The popular MEAN (MongoDB, Express, AngularJS, Node) stack introduced Single Page Apps (SPAs) and front-end Model-View-Controller (MVC) as new and efficient paradigms. Facebook's React is a technology that competes indirectly with AngularJS. It is not a full-fledged MVC framework. It is a JavaScript library for building user interfaces (in some sense the View part). Yet, it is possible to build a web app by replacing AngularJS with React – hence the term MERN stack What You Will LearnDiscover the features of React 16 to get the maximum out of this library Gain the basics of MongoDB, Express, and Node to build a web app Work with other libraries complementary to React, including React-Bootstrap, React Router, and GraphQL Use tools such as Babel and Webpack required to build JavaScript-based SPAs Tie all the components together to build a complete web app. Who This Book Is For Developers and architects who have prior experience in any web app stack other than the MERN stack will find the book useful to learn about this modern stack. Prior knowledge of JavaScript, HTML, and CSS is required.



Full-Stack React Projects

Author : Shama Hoque

Publisher : Packt Publishing Ltd

Page : 706 pages

File Size : 11,10 MB

Release : 2020-04-17

Category : Computers

ISBN : 1839213116

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Book Description

A practical, project-based guide to full-stack JavaScript web development combining the power of React with industry-tested server-side technologies Key Features Build your career as a full-stack developer with this practical guide Understand how the different aspects of a MERN application come together through a series of practical projects Master the MERN stack by building robust social media, E-commerce store, and web-based VR game apps Book DescriptionFacebook's React combined with industry-tested, server-side technologies, such as Node, Express, and MongoDB, enables you to develop and deploy robust real-world full-stack web apps. This updated second edition focuses on the latest versions and conventions of the technologies in this stack, along with their new features such as Hooks in React and async/await in JavaScript. The book also explores advanced topics such as implementing real-time bidding, a web-based classroom app, and data visualization in an expense tracking app. Full-Stack React Projects will take you through the process of preparing the development environment for MERN stack-based web development, creating a basic skeleton app, and extending it to build six different web apps. You’ll build apps for social media, classrooms, media streaming, online marketplaces with real-time bidding, and web-based games with virtual reality features. Throughout the book, you’ll learn how MERN stack web development works, extend its capabilities for complex features, and gain actionable insights into creating MERN-based apps, along with exploring industry best practices to meet the ever-increasing demands of the real world. By the end of this React book, you’ll be able to build production-ready MERN full-stack apps using advanced tools and techniques in modern web development.What you will learn Extend a basic MERN-based application to build a variety of applications Add real-time communication capabilities with Socket.IO Implement data visualization features for React applications using Victory Develop media streaming applications using MongoDB GridFS Improve SEO for your MERN apps by implementing server-side rendering with data Implement user authentication and authorization using JSON web tokens Set up and use React 360 to develop user interfaces with VR capabilities Make your MERN stack applications reliable and scalable with industry best practices Who this book is for This is one of the most useful web development books for JavaScript developers who may have worked with React but have minimal experience in full-stack development with Node, Express, and MongoDB.



MERN Quick Start Guide

Author : Eddy Wilson

Publisher : Packt Publishing Ltd

Page : 294 pages

File Size : 36,71 MB

Release : 2018-05-31

Category : Computers

ISBN : 1787280047

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Book Description

The MERN stack is a collection of great tools – MongoDB, ExpressJS, React, and Node – that provide a strong base for a developer to build easily maintainable web applications. With each of them a JavaScript or JavaScript-based technology, the shared programming language means it takes less time to develop web applications.



Beginning MERN Stack

Author : Greg Lim

Publisher : Independently Published

Page : 160 pages

File Size : 40,68 MB

Release : 2021-06-21

Category :

ISBN :

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Book Description

In this book, we take you on a fun, hands-on and pragmatic journey to learning MERN stack development. You'll start building your first MERN stack app within minutes. Every chapter is written in a bite-sized manner and straight to the point as I don't want to waste your time (and most certainly mine) on the content you don't need. In the end, you will have the skills to create a Movies review app and deploy it to the Internet. In the course of this book, we will cover: Chapter 1: Introduction Chapter 2: MongoDB Overview Chapter 3: Setting Up MongoDB Atlas Cloud Database Chapter 4: Adding Sample Data Chapter 5: Setting Up Our Node.js, Express Backend Chapter 6: Creating Our Backend Server Chapter 7: Creating The Movies Data Access Object Chapter 8: Creating The Movies Controller Chapter 9: Testing Our Backend API Chapter 10: Leaving Movie Reviews Chapter 11: Testing The Reviews API Chapter 12: Route To Get A Single Movie And Its Ratings Chapter 13: Introduction To React Chapter 14: Create Navigation Header Bar Chapter 15: Defining Our Routes Chapter 16: MovieDataService: Connecting To The Backend Chapter 17: MoviesList Component Chapter 18: Movie Component Chapter 19: Listing Reviews Chapter 21: Adding And Editing Reviews Chapter 22: Deleting A Review Chapter 23: Get Next Page's Results Chapter 24: Get Next Page's Results - Search By Title And Rating Chapter 25: Deploying Backend On Heroku Chapter 26: Hosting And Deploying Our React Frontend The goal of this book is to teach you MERN stack development in a manageable way without overwhelming you. We focus only on the essentials and cover the material in a hands-on practice manner for you to code along. Working Through This Book This book is purposely broken down into short chapters where the development process of each chapter will center on different essential topics. The book takes a practical hands on approach to learning through practice. You learn best when you code along with the examples in the book. Requirements No previous knowledge on Node.js or React development is required, but you should have basic programming knowledge. It will be a helpful advantage if you could read through my Node, Express book and React book first which will provide you will better insight and deeper knowledge into the various technologies. But even if you have not done so, you should still be able to follow along.



Mastering React

Author : Adam Horton

Publisher : Packt Publishing

Page : 254 pages

File Size : 43,11 MB

Release : 2016-02-23

Category : Computers

ISBN : 9781783558568

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Book Description

Master the art of building modern web applications using ReactAbout This Book• Write a complete application in React using an array of supporting libraries, both specifically React-related and general purpose• Understand what makes React stand apart from the vast majority of JS frameworks available through detailed explanations and concise examples• Explore the React ecosystem and how to integrate React with other modern web technologiesWho This Book Is ForThis book is ideal for web developers possessing strong core JavaScript fundamentals who are also interested in learning what React brings to the architectural table. Previous experience with React or other web frameworks isn't required, but may help.What You Will Learn• Understand the React component lifecycle and core concepts such as props and states• Craft forms and implement form validation patterns using React• Explore the anatomy of a modern single-page web application• Develop an approach for choosing and combining web technologies without being paralyzed by the options available• Create a complete single-page application• Start coding with a plan using an application design process• Add to your arsenal of prototyping techniques and tools• Make your React application feel great using animationsIn DetailReact stands out in the web framework crowd through its approach to composition. This approach yields blazingly fast rendering capabilities. This book will help you understand what makes React special. It starts with the fundamentals and uses a pragmatic approach, focusing on clear development goals. You'll learn how to combine many web technologies surrounding React into a complete set for constructing a modern web application.With this text, you'll blitz the basics then swiftly move on to advanced topics such as form validation and complete application construction. You'll also explore several design activities which will help you develop your web applications with a thoughtful plan. Finally, you'll learn several methods for implementing slick animations using React.Style and approachThis is a comprehensive, hands-on guide that helps you get a solid understanding of the ins and outs of React development.For application development, you will get a high view of the anatomy where you will zoom into each part and make decisions by moving through the application's anatomy; selecting a solution that fits the problem and lines up with your goals.



Mastering Shiny

Author : Hadley Wickham

Publisher : "O'Reilly Media, Inc."

Page : 372 pages

File Size : 32,91 MB

Release : 2021-04-29

Category : Computers

ISBN : 149204735X

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Book Description

Master the Shiny web framework—and take your R skills to a whole new level. By letting you move beyond static reports, Shiny helps you create fully interactive web apps for data analyses. Users will be able to jump between datasets, explore different subsets or facets of the data, run models with parameter values of their choosing, customize visualizations, and much more. Hadley Wickham from RStudio shows data scientists, data analysts, statisticians, and scientific researchers with no knowledge of HTML, CSS, or JavaScript how to create rich web apps from R. This in-depth guide provides a learning path that you can follow with confidence, as you go from a Shiny beginner to an expert developer who can write large, complex apps that are maintainable and performant. Get started: Discover how the major pieces of a Shiny app fit together Put Shiny in action: Explore Shiny functionality with a focus on code samples, example apps, and useful techniques Master reactivity: Go deep into the theory and practice of reactive programming and examine reactive graph components Apply best practices: Examine useful techniques for making your Shiny apps work well in production



Web Development with Node and Express

Author : Ethan Brown

Publisher : "O'Reilly Media, Inc."

Page : 331 pages

File Size : 36,52 MB

Release : 2014-07

Category : Computers

ISBN : 1491902302

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Book Description

Learn how to build dynamic web applications with Express, a key component of the Node/JavaScript development stack. In this hands-on guide, author Ethan Brown teaches you the fundamentals through the development of a fictional application that exposes a public website and a RESTful API. You’ll also learn web architecture best practices to help you build single-page, multi-page, and hybrid web apps with Express. Express strikes a balance between a robust framework and no framework at all, allowing you a free hand in your architecture choices. With this book, frontend and backend engineers familiar with JavaScript will discover new ways of looking at web development. Create webpage templating system for rendering dynamic data Dive into request and response objects, middleware, and URL routing Simulate a production environment for testing and development Focus on persistence with document databases, particularly MongoDB Make your resources available to other programs with RESTful APIs Build secure apps with authentication, authorization, and HTTPS Integrate with social media, geolocation, and other third-party services Implement a plan for launching and maintaining your app Learn critical debugging skills This book covers Express 4.0.



Full-Stack Web Development with Vue.Js and Node

Author : Aneeta Sharma

Publisher : Packt Publishing

Page : 366 pages

File Size : 29,80 MB

Release : 2018-05-14

Category : Computers

ISBN : 9781788831147

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Book Description

Bring the frontend and backend together with Vue, Vuex, and Node.js Key Features Construct modern web applications with Node 10, Express.js, MongoDB, and Vue Leverage the latest web standards to increase code performance, readability, and cross-compatibility Harness the power of the JavaScript ecosystem to effectively run, build, and test your full stack applications Book Description Isomorphic JavaScript was the buzzword of the year 2017, allowing developers to utilize a single language throughout their web development stack and build cost-effective and scalable applications. MEVN is a one such modern web development stack consisting of web applications such as MongoDB, Express.js, Vue.js, and Node.js. Hands-On Full-Stack Web Development with Vue.js 2 and Node.js leverages the harmony of these technologies to help you create full-stack web applications. Starting with the core frameworks, this example-based guide explains all the key concepts of frameworks, how to set them up properly, and how to use popular modules to connect them together and make them work cohesively. You will learn all this with the help of real-world examples. In addition to this, you will be able to scaffold web application architecture, add an authentication layer, and develop the MVC structure to support the development of your application. You'll explore how to create data models for your applications and then write REST APIs by exposing your data model to your application. Solely orientated towards building a full, end-to-end application using the MEVN stack, this book will help you understand how your application development grows. What you will learn Build an application with Express.js Create schemas using Mongoose Develop a single-page application using Vue.js and Express.js Create RESTful APIs using Express.js Add test cases to improve the reliability of the application Learn how to deploy apps on Heroku using GitHub Add authorization using passports Who this book is for If you are a web or a full-stack JavaScript developer, and have tried your hand at traditional stacks such as LAMP, MEAN or MERN, or wish to explore a new stack with modern web technologies, then this book is for you. Prior knowledge of HTML, CSS, and JavaScript would be an added advantage.