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Full-Stack AI Development Learning Path

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.

Course Structure

1. Foundation Layer: Operating Systems and Command Line

  1. Unix Operating Systems
  2. Understanding Unix File Permissions
  3. BASH Scripting Fundamentals
  4. Version Control with Git
  5. GitHub CLI and Collaboration

2. Virtualization and Containerization

  1. Virtual Machines
  2. Docker and Containerization

3. Cloud and Infrastructure

  1. Cloud Fundamentals
  2. Infrastructure as Code
  3. Networking Basics
  4. Security Fundamentals
  5. Authentication

4. Development and Databases

  1. Modern Web Development with Node.js and React
  2. Logging, Monitoring, and Alerting
  3. Database Setup and Management

5. AI Integration and Advanced Topics

  1. AI Embeddings and Foundation Models
  2. User Authentication and State Management
  3. Payment Integration with Stripe
  4. Cost Optimization and Architecture

6. Final Project

  1. Full-Stack AI Application

Learning Path Structure

Each topic includes:

  • Theoretical background
  • Hands-on exercises
  • Real-world examples
  • Practice projects
  • Additional resources

Prerequisites

  • Basic computer literacy
  • Willingness to learn
  • Computer with internet access
  • Text editor (VS Code recommended)

Time Commitment

  • Each module: 4-8 hours
  • Total curriculum: 80-120 hours
  • Recommended pace: 8-12 weeks

Projects Throughout the Course

You'll build several projects, culminating in a full-stack AI application:

  1. Simple command-line tools
  2. Basic web server
  3. Containerized application
  4. Cloud-deployed web application
  5. AI-powered application with user authentication and payment integration

Final Project

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!

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