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21 — Cloud

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Cloud platforms: AWS, Azure, and GCP.

Scope

Cheat sheets for cloud services used in data and AI work. Container workflows belong to 17-Docker, infrastructure code to 16-DevOps.

Cheat Sheets

Cheat Sheet Description
cloud-fundamentals.md Shared cloud concepts: regions, IAM, storage, compute, serverless, provider mapping
aws.md AWS for data/AI: S3, EC2, SageMaker, Lambda, IAM, Bedrock
azure.md Azure for data/AI: Blob, VMs, Azure ML, Functions, AKS, Azure OpenAI
google-cloud.md GCP for data/AI: Cloud Storage, Compute, BigQuery, Vertex AI, Gemini

Planned Cheat Sheets

  • Cloud Storage & Compute — objects, VMs, serverless (covered in cloud-fundamentals.md and the provider sheets)

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