SRE/DevOps AI Bootcamp

This repository contains training materials and hands-on exercises for the SRE (Site Reliability Engineering) and DevOps AI Bootcamp. The bootcamp is designed to help participants learn and implement modern DevOps practices, SRE principles, and AI-driven automation in their development and operations workflows.

🎯 Project Goals

• Provide hands-on experience with essential DevOps and SRE tools and practices
• Learn containerization and orchestration with Docker and Kubernetes
• Understand CI/CD implementation using GitHub Actions
• Master monitoring and observability using Prometheus and Grafana
• Integrate AI-driven approaches into DevOps workflows

📚 Documentation

The project includes comprehensive guides on various topics:

• Docker Guide: Learn containerization basics and best practices
• Kubernetes Guide: Understanding container orchestration and cluster management
• GitHub Actions:
  • Basic CI/CD implementation
  • Kubernetes integration with GitHub Actions
• Monitoring Stack:
  • Prometheus for metrics collection
  • Grafana for visualization and alerting

🛠️ Technologies Covered

• Containerization: Docker
• Orchestration: Kubernetes
• CI/CD: GitHub Actions
• Monitoring: Prometheus & Grafana
• Version Control: Git
• Infrastructure as Code (IaC)
• AI/ML Integration in DevOps

🚀 Getting Started

1. Clone this repository
2. Review the documentation in the docs/ folder
3. Follow the hands-on exercises in each section
4. Implement the learned concepts in provided practice scenarios

📖 Available Guides

• docker-guide.md: Docker fundamentals and best practices
• kubernetes-guide.md: Kubernetes deployment and management
• github-actions-guide.md: CI/CD pipeline implementation
• github-actions-kubernetes.md: Kubernetes deployment automation
• prometheus-grafana-guide.md: Monitoring stack setup and configuration

🤝 Contributing

Feel free to contribute to this project by:

• Submitting bug reports
• Proposing new features
• Creating pull requests
• Improving documentation

📝 License

This project is open source and available under the MIT License.

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This bootcamp is designed to provide practical, hands-on experience in modern DevOps and SRE practices while incorporating AI-driven approaches to improve operational efficiency.