AWS mlops mlops aws cloud infrastructure 1 min read Core AWS services — EC2, S3, IAM AWS Calculator EC2 AMI: Machine images Volumes: Storage Snapshots: Backups Key-Pairs: SSH access Load Balancer: Traffic distribution S3 Bucket: Object storage IAM Identity and Access Management Related Notes in MLOPS REST APIs Docker Quick Reference Deployment Kind (Kubernetes in Docker) NGINX Infrastructure Monitoring CI/CD GitHub Actions CI/CD Pipelines