Unisciti a noi in un viaggio nel mondo dei libri!
Aggiungi questo libro allo scaffale
Grey
Scrivi un nuovo commento Default profile 50px
Grey
Iscriviti per leggere l'intero libro o leggi le prime pagine gratuitamente!
All characters reduced
Mastering AI App Development with MERN Stack - Step into the Future of App Development by Building Intelligent AI-Powered Applications with MERN Stack and TensorFlowjs for Seamless User Experiences - cover

Mastering AI App Development with MERN Stack - Step into the Future of App Development by Building Intelligent AI-Powered Applications with MERN Stack and TensorFlowjs for Seamless User Experiences

Anik Acharjee

Casa editrice: Orange Education Pvt. Ltd

  • 0
  • 0
  • 0

Sinossi

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
Disponibile da: 11/05/2024.

Altri libri che potrebbero interessarti

  • Demystifying PANS PANDAS - A Functional Medicine Desktop Reference on Basil Ganglia Encephalitis - cover

    Demystifying PANS PANDAS - A...

    MD Nancy O'Hara

    • 0
    • 0
    • 0
    Demystifying PANS/PANDAS is a unique and long overdue resource in the field of pediatric neurobehavioral health, providing a comprehensive overview of the “three-pronged approach” to assessment and care, conventional and naturopathic interventions, a trove of case studies, and plenty of clinical pearls along the way. 
    Even more importantly, this book provides a roadmap for practitioners and families feeling confused and isolated by this condition, empowering them to make better decisions and sparking a greater conversation about this devastating illness.
    Mostra libro
  • Low-Code AI - A Practical Project-Driven Introduction to Machine Learning - cover

    Low-Code AI - A Practical...

    Michael Abel, Gwendolyn Stripling

    • 0
    • 0
    • 0
    Take a data-first and use-case-driven approach with Low-Code AI to understand machine learning and deep learning concepts. This hands-on guide presents three problem-focused ways to learn no-code ML using AutoML, low-code using BigQuery ML, and custom code using scikit-learn and Keras. In each case, you'll learn key ML concepts by using real-world datasets with realistic problems. 
     
     
     
    Business and data analysts get a project-based introduction to ML/AI using a detailed, data-driven approach: loading and analyzing data; feeding data into an ML model; building, training, and testing; and deploying the model into production. Authors Michael Abel and Gwendolyn Stripling show you how to build machine learning models for retail, healthcare, financial services, energy, and telecommunications. 
     
     
     
    You'll learn how to distinguish between structured and unstructured data and the challenges they present; visualize and analyze data; preprocess data for input into a machine learning model; differentiate between the regression and classification supervised learning models; compare different ML model types and architectures, from no code to low code to custom training; design, implement, and tune ML models; and export data to a GitHub repository for data management and governance.
    Mostra libro
  • Ripples Across Time - cover

    Ripples Across Time

    Santiago Machain

    • 0
    • 0
    • 0
    Ripples Across Time explores the sweeping changes that shaped Europe from the Middle Ages to the dawn of modernity. Through a series of thematic chapters, the book examines the continent’s demographic shifts, the evolution of social structures, the rise of cities and the middle class, the impact of wars and religion, and the flourishing of art, science, and literature. It delves into the forces that propelled Europe from a patchwork of feudal societies to a global powerhouse, highlighting the interplay between tradition and innovation, conflict and cooperation, and local and global influences. By tracing the ripple effects of key developments, the book offers a nuanced understanding of how Europe’s transformation not only redefined the continent but also set the stage for its expansion and enduring influence on the world.
    Mostra libro
  • Back Pain Relief - cover

    Back Pain Relief

    Randy Charach

    • 0
    • 0
    • 0
    Have back pain? Tried everything to get the relief you crave? Doctors and other therapists don’t appear to have the answer?
    Mostra libro
  • Mysteries Unveiled: The Americas Before European Arrival - Unlock Secrets of the Americas! Dive into riveting audio lessons for a captivating historical journey - cover

    Mysteries Unveiled: The Americas...

    Blaine Hargrove

    • 0
    • 0
    • 0
    'Mysteries Unveiled: The Americas Before European Arrival'   
    ⭐⭐ Simplified Audio Guide ⭐⭐ 
    Are you looking to deepen your understanding of the Americas before European arrival? 
    Seeking a comprehensive guide that provides profound insights into the untold histories of pre-European Americas? 
    Your search ends here! 
    This audiobook serves as your definitive companion for exploring ancient civilizations, applying your knowledge, and engaging in enlightening discoveries. With this, you're geared for success. 
    Key features of this enriched guide: 
    - Profound insights into the untold histories of pre-European Americas 
    - Detailed explanation of significant ancient cultures and civilizations 
    - Intriguing strategies for delving into historical mysteries 
    Our guide distinguishes itself through comprehensive coverage, which is essential for your historical exploration. Concepts aren't merely skimmed; they are delved into with precision. 
    Please note that this guide is independent and not affiliated with any official historical entity. 
    Designed with a clear structure and easy-to-understand language, our guide ensures smooth transitions between topics. Say goodbye to dense jargon and welcome clear, precise, and engaging content. 
    So, why wait? Click the BUY NOW button, secure your guide, and begin your journey to uncovering the mysteries of the Americas before European arrival!
    Mostra libro
  • Communication skills hypnosis - let your voice be heard - A guided meditation - DST Hypno with Stu Newman - cover

    Communication skills hypnosis -...

    Stuart Newman

    • 0
    • 0
    • 0
    Communication skills hypnosis with DST Hypno and Stu Newman is the perfect way to let your voice be heard.  
    With this powerful program, you can learn how to communicate more effectively in any situation.  
    You will gain insight into yourself as a communicator and develop strategies for speaking confidently and persuasively.  
    This program also teaches you how to listen actively, understand others better, manage difficult conversations with ease, respond quickly in challenging situations, create meaningful connections with people around you - all while remaining calm under pressure!  
    Let go of fear or anxiety when it comes time for public speaking or expressing your opinion - take charge of your communication skills today by listening to DST Hypno's Communication Skills Hypnosis session!
    Mostra libro