https://www.marcusrb.com/tags/aws/ Recent content in Aws on MarcusRB - Bioinformatics, Data Scientist & Professor Hugo en Fri, 10 Jul 2026 00:00:00 +0000 https://www.marcusrb.com/posts/2026-06-01-migrating-ml-workloads-ec2-eks/ Fri, 10 Jul 2026 00:00:00 +0000 https://www.marcusrb.com/posts/2026-06-01-migrating-ml-workloads-ec2-eks/ A practical engineering guide to transitioning rigid machine learning deployment instances into production-ready Kubernetes environments. https://www.marcusrb.com/services/training/cloud-computing/ Fri, 26 Jun 2026 00:00:00 +0000 https://www.marcusrb.com/services/training/cloud-computing/ Cloud computing training path covering AWS, GCP, Azure, Databricks, data pipelines, and deployment workflows for analytics and machine learning teams. https://www.marcusrb.com/posts/2025-02-19-infrastructure-as-code-for-data-engineers-terraform-basics/ Wed, 19 Feb 2025 00:00:00 +0000 https://www.marcusrb.com/posts/2025-02-19-infrastructure-as-code-for-data-engineers-terraform-basics/ A practical introduction to Terraform for data engineers who need to provision S3 and IAM foundations for machine learning workflows. https://www.marcusrb.com/posts/2025-02-05-introduction-to-experiment-tracking-without-the-overhead/ Wed, 05 Feb 2025 00:00:00 +0000 https://www.marcusrb.com/posts/2025-02-05-introduction-to-experiment-tracking-without-the-overhead/ A pragmatic guide to setting up MLflow experiment tracking on AWS or GCP without turning a small team into platform operators.