├── .github └── workflows │ └── deploy_api.yml ├── .gitignore ├── LICENSE ├── Makefile ├── README.md ├── images ├── 02_video_cover.png ├── 03_video_cover.png ├── 04_video_cover.png ├── 05_video_cover.png ├── header.jpg ├── lecture_1.gif ├── lecture_2.gif ├── lecture_3.gif ├── logo_realworldml.png ├── video_1.png └── video_thumbnail.png ├── lectures ├── 01_model_training.md ├── 02_model_deployment.md └── 03_continuous_deployment_with_webhooks.md ├── poetry.lock ├── pyproject.toml ├── set_environment_variables_template.sh ├── src ├── __init__.py ├── baseline_model.py ├── config.py ├── data.py ├── deploy.py ├── hyperparams.py ├── logger.py ├── model_registry_api.py ├── paths.py ├── predict.py ├── preprocessing.py ├── test_endpoint.py └── train.py └── tests └── __init__.py /.github/workflows/deploy_api.yml: -------------------------------------------------------------------------------- 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