Course curriculum

  • 1
    Deployment Overview and Setup
    • ML Deployment Basics and AWS Hosting Options
    • Hands-on roadmap with CloudShell setup and training project files
    • Quiz
  • 2
    Container Workflow: ECR to Lambda
    • Build Docker image, push to ECR, and create Lambda from container
    • Fix Lambda output formatting and repush the updated image
    • Update the Lambda image and verify the new test output
    • Quiz
  • 3
    API Deployment and Frontend Access
    • Expose Lambda as an API using API Gateway
    • Deploy and test the API and get the invoke URL
    • Enable CORS for browser or frontend access
    • Quiz
  • 4
    Logging and Monitoring
    • Enable logging and monitoring using CloudWatch
    • Verify CloudWatch logs using Log Groups
    • Quiz