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AWS ML Training Pipeline

S3 → SageMaker training → registry → endpoint, all with AWS icons + thick edges.

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{
  "nodes": [
    { "id":"raw","type":"aws-s3","label":"Raw data","x":40,"y":160 },
    { "id":"prep","type":"aws-lambda","label":"Prep λ","x":200,"y":160 },
    { "id":"clean","type":"aws-s3","label":"Cleansed","x":360,"y":160 },
    { "id":"train","type":"aws-ec2","label":"SageMaker\ntrain","x":520,"y":160,"bold":true },
    { "id":"reg","type":"aws-dynamo","label":"Model\nregistry","x":680,"y":160 },
    { "id":"ep","type":"aws-apigw","label":"Endpoint","x":840,"y":160,"bold":true },
    { "id":"mon","type":"aws-sns","label":"Model\nmonitor","x":840,"y":40 },
    { "id":"iam","type":"aws-iam","label":"IAM role","x":40,"y":40 }
  ],
  "edges": [
    { "id":"a","source":"raw","target":"prep","thickness":2 },
    { "id":"b","source":"prep","target":"clean","thickness":2 },
    { "id":"c","source":"clean","target":"train","thickness":2 },
    { "id":"d","source":"train","target":"reg","thickness":2 },
    { "id":"e","source":"reg","target":"ep","thickness":2 },
    { "id":"f","source":"ep","target":"mon","style":"dashed","label":"drift" }
  ]
}