MongoDB • Express • Angular • Node.js • AI Integration
This course combines MEAN stack development with AI integration.You will learn to build modern, scalable, and intelligent web applications.
The program covers frontend, backend, databases, and AI features. It prepares you for full stack and AI-enabled development roles.
• Web application architecture
• Client-server & MVC patterns
• MEAN stack overview
• Development workflows & best practices
• Version control with Git
Outcome: Strong full-stack development foundation
• Angular architecture & components
• TypeScript fundamentals
• Data binding & directives
• Routing & services
• UI performance optimization
Outcome: Professional frontend development skills
• Node.js architecture & event loop
• Express.js framework
• Middleware & routing
• API design principles
• Error handling & logging
Outcome: Scalable backend development expertise
• NoSQL database concepts
• MongoDB CRUD operations
• Schema design & indexing
• Mongoose integration
• Performance optimization
Outcome: Efficient data modeling skills
• REST architecture & standards
• API security best practices
• Frontend-backend integration
• Authentication & authorization
• API testing
Outcome: End-to-end application integration
• Web security fundamentals
• Authentication (JWT, sessions)
• Role-based access control
• OWASP Top 10 overview
• Secure coding practices
Outcome: Secure application development skills
• Introduction to AI & Machine Learning
• AI types & use cases
• Data pipelines & AI lifecycle
• Ethics & responsible AI
• AI in web applications
Outcome: Core AI understanding
• Supervised & unsupervised learning concepts
• Model training & evaluation (overview)
• Using pre-trained models
• API-based ML integration
• AI-driven decision making
Outcome: Practical AI integration capability
• Recommendation systems
• Chatbots & conversational AI
• Predictive analytics in web apps
• Intelligent search & personalization
• Real-time AI features
Outcome: Building intelligent web applications
• Environment configuration
• CI/CD fundamentals
• Containerization basics
• Cloud deployment overview
• Monitoring & scalability
Outcome: Production-ready deployment knowledge
Project Scope:
• Requirement analysis & system design
• MEAN stack application development
• AI feature integration
• Cloud deployment
• Final demo & presentation
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