├── .gitattributes ├── 01-Intro ├── Homework_intro.ipynb ├── README.md └── data.csv ├── 02-regression ├── Homework-regression.ipynb ├── README.md ├── Regularization in Linear Regression.ipynb ├── car_price_data.csv └── housing.csv ├── 03-classification ├── Homework-classification.ipynb └── README.md ├── 04-evaluation ├── AER_credit_card_data.csv ├── Homework-evaluation.ipynb └── README.md ├── 05-deployment ├── External_client.ipynb ├── README.md └── app │ ├── Dockerfile │ ├── Pipfile │ ├── Pipfile.lock │ ├── customer_1.json │ ├── customer_2.json │ ├── dv.bin │ ├── eb_cloud_service.png │ ├── model1.bin │ ├── predict-test.py │ └── predict.py ├── 06-trees ├── Homework-trees.ipynb └── README.md ├── 07-bento-production ├── README.md ├── coolmodel │ └── service.py ├── credit_risk_service │ └── service.py ├── dragon.jpeg ├── locustfile.py ├── models │ ├── credit_risk_model │ │ ├── dtlts7cv4s2nbhht │ │ │ ├── custom_objects.pkl │ │ │ ├── model.yaml │ │ │ └── saved_model.ubj │ │ └── latest │ └── 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