├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── images ├── .gitignore ├── ml-concepts-10.png ├── region-selection.png └── sagemaker_pipelines_intro.png └── labs ├── 01_initial_notebook └── 01_initial_notebook.ipynb ├── 02_manual_sagemaker_process_train ├── (optional)-sagemaker-remote-function.ipynb ├── 02_manual_sagemaker_process_train.ipynb └── code │ ├── model_def.py │ └── train.py ├── 03_workflow_sm_pipelines ├── (optional)-basic-lyft-and-shift-pipeline.ipynb ├── 03_workflow_sm_pipelines.ipynb ├── code │ ├── model_def.py │ └── train.py └── img │ ├── pipeline-execution-graph.jpg │ ├── pipeline-execution.jpg │ ├── pipeline-training-logs.jpg │ ├── pipelines_execution_1.png │ ├── pipelines_execution_2.png │ ├── pipelines_execution_3.png │ ├── pipelines_execution_4.png │ └── sagemaker-pipeline-1.jpg └── 04_model_monitor ├── 04_model_monitor.ipynb └── monitoringjob_utils.py /.gitignore: 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