├── .gitignore ├── 00_setup_data_wrangler.ipynb ├── 1-sagemaker-pipelines ├── 01_setup_sagemaker_pipeline.ipynb ├── README.md ├── flow-01-15-12-49-4bd733e0.flow └── images │ └── pipeline.png ├── 2-step-functions-pipelines ├── 01_setup_step_functions_pipeline.ipynb ├── README.md ├── flow-01-15-12-49-4bd733e0.flow └── step-function-workflow.png ├── 3-apache-airflow-pipelines ├── 01_setup_mwaa_pipeline.ipynb ├── README.md ├── images │ ├── delete_mwaa.png │ ├── flow.png │ ├── meaa_ui_home.png │ ├── mwaa_dag.png │ ├── mwaa_delete_dag.png │ ├── mwaa_s3.png │ ├── mwaa_trigger.png │ └── mwaa_ui.png └── scripts │ ├── SMDataWranglerOperator.py │ ├── config.py │ ├── ml_pipeline.py │ └── requirements.txt ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── data ├── claims.csv └── customers.csv ├── images ├── dw-arch.jpg ├── flow.png └── sm-studio-terminal.png └── insurance_claims_flow_template /.gitignore: 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