Module 1: Web & JavaScript Fundamentals

• Internet & web architecture
• HTML5 & semantic elements
• CSS3 & responsive design
• JavaScript basics
• ES6+ features
• Asynchronous JS (Promises, async/await)

🔹 Module 2: Advanced JavaScript & Tooling

• JavaScript deep dive
• Modules & bundling concepts
• npm & package management
• Environment variables
• Code quality & best practices

🔹 Module 3: Frontend Development with React

• React fundamentals & JSX
• Components & props
• State & lifecycle
• Hooks (useState, useEffect, useContext)
• Routing with React Router
• Forms & validations
• API integration using Axios / Fetch
• UI frameworks (Bootstrap / Tailwind)

🔹 Module 4: Backend Development with Node.js & Express

• Node.js architecture
• Express.js framework
• Routing & middleware
• REST API principles
• Request/response lifecycle
• Error handling & logging
• File upload & management

🔹 Module 5: Database with MongoDB

• NoSQL concepts
• MongoDB architecture
• CRUD operations
• Schema design
• Relationships & indexing
• Mongoose ODM
• Query optimization

🔹 Module 6: REST API Development

• RESTful standards
• API design best practices
• CRUD APIs with Express
• Pagination, filtering & sorting
• API versioning
• Swagger / OpenAPI documentation

🔹 Module 7: Authentication & Security

• User authentication
• JWT-based authentication
• Role-based access control
• OAuth (Google / GitHub login)
• Password hashing
• CORS & API security
• Common security threats & prevention

🔹 Module 8: AI & Machine Learning Foundations

• Introduction to AI & ML
• Types of Machine Learning
• Data basics & preprocessing concepts
• Overview of NLP & recommendation systems
• Using pre-trained AI models & APIs

🔹 Module 9: AI Integration with MERN Stack

• AI-powered REST APIs
• Chatbot integration
• Recommendation engines
• Sentiment analysis
• Text / image analysis via APIs
• AI-driven dashboards & insights

🔹 Module 10: Full Stack Project Architecture

• MERN application architecture
• API-first development
• Frontend ↔ Backend integration
• State management concepts
• Performance optimization

🔹 Module 11: Testing & Deployment

• API testing (Postman)
• Basic unit testing
• Debugging & monitoring
• Git & GitHub workflows
• Deployment on:
• Cloud platforms (AWS / Azure / Vercel)
• VPS servers
• Environment & production configuration

🔹 Module 12: Capstone Projects

• AI-Based Job Recommendation Portal
• Smart E-Commerce Platform
• Chatbot-Enabled Customer Support System
• AI-Driven Analytics Dashboard
• Full Stack SaaS Application

🏆 Learning Outcomes

• Build end-to-end MERN stack applications
• Develop secure, scalable REST APIs
• Integrate AI features into real web apps
• Deploy production-ready full stack projects
• Be job-ready for AI & Full Stack Developer roles