1. Python Basics and Advanced Concepts

• Introduction to Python
• Data Types, Variables, and Control Structures
• Functions, Modules, and Packages
• Error Handling and Debugging

2. Automation with Python

• Writing Scripts to Automate Repetitive Tasks
• File Handling and Manipulation
• Working with JSON and YAML Files
• Task Scheduling with Python (e.g., using cron jobs or APScheduler)

3. Working with AWS SDK (Boto3)

• Setting Up and Configuring Boto3
• Authentication and Access Management with IAM
• Managing EC2 Instances with Python
  • Launching, Stopping, and Terminating Instances
  • Tagging and Metadata Management
• S3 Bucket Operations
  • Creating and Deleting Buckets
  • Uploading and Downloading Files
  • Managing Permissions and Bucket Policies
• RDS Management
  • Creating and Managing Databases
  • Snapshot and Restore Operations
• Automating AWS Lambda Deployments

4. Containerization and Orchestration with Python

• Building and Managing Docker Images with Python
• Automating Docker Container Deployments
• Working with ECS using Boto3
• Automating Kubernetes Deployments on EKS with Python

5. Serverless Automation

• Automating AWS Lambda Function Deployments with Python
• Managing API Gateway with Python
• Automating Serverless Applications using AWS Chalice (a Python framework for serverless apps)

6. Monitoring and Logging

• Interacting with CloudWatch using Boto3
  • Setting Up Custom Metrics and Alarms
  • Automating Log Retrieval and Analysis
  • Managing CloudWatch Logs with Python

7. Security and Compliance Automation

• Managing AWS Key Management Service (KMS) with Python
• Configuring and Managing AWS Config with Boto3
• Automating Security Audits with AWS Inspector and Python Scripts

8. Cost Management Automation

• Accessing AWS Cost Explorer and Creating Budgets with Boto3
• Automating Cost Monitoring and Reporting with Python

9. Advanced Automation and Scripting

• Advanced Boto3 Operations and Customizations
• Orchestrating Workflows with AWS Step Functions and Python
• Automating Disaster Recovery Plans with Python

10. Real-world Projects

• Capstone Project: Automating the Deployment and Management of a Multi-Tier Application on AWS
• Case Studies of Python-based Automation in AWS