Welcome to your comprehensive journey into full-stack AI development! This curriculum is designed to take you from the basics of computing to building and deploying AI-powered applications.
- Unix Operating Systems
- Understanding Unix File Permissions
- BASH Scripting Fundamentals
- Version Control with Git
- GitHub CLI and Collaboration
- Modern Web Development with Node.js and React
- Logging, Monitoring, and Alerting
- Database Setup and Management
- AI Embeddings and Foundation Models
- User Authentication and State Management
- Payment Integration with Stripe
- Cost Optimization and Architecture
Each topic includes:
- Theoretical background
- Hands-on exercises
- Real-world examples
- Practice projects
- Additional resources
- Basic computer literacy
- Willingness to learn
- Computer with internet access
- Text editor (VS Code recommended)
- Each module: 4-8 hours
- Total curriculum: 80-120 hours
- Recommended pace: 8-12 weeks
You'll build several projects, culminating in a full-stack AI application:
- Simple command-line tools
- Basic web server
- Containerized application
- Cloud-deployed web application
- AI-powered application with user authentication and payment integration
By the end of this course, you'll be able to build and deploy an AI-powered web application that:
- Authenticates users
- Processes payments
- Integrates with AI models
- Scales efficiently
- Maintains security best practices
Let's begin with the first module: Unix Operating Systems!