├── .gitignore ├── .vscode └── settings.json ├── LICENSE ├── README.md ├── module3 ├── after │ ├── check_workspace_config.py │ └── run_hello.py ├── before │ ├── check_workspace_config.py │ └── run_hello.py └── hello.py ├── module4 ├── after │ ├── Dockerfile │ ├── curated_environment.ipynb │ ├── docker_environment.ipynb │ ├── hello.py │ ├── system_environment.ipynb │ └── train.py └── before │ ├── curated_environment.ipynb │ ├── docker_environment.ipynb │ └── system_environment.ipynb ├── module5 ├── after │ ├── fairness.ipynb │ └── interpretability.ipynb └── before │ ├── fairness.ipynb │ └── interpretability.ipynb └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/.gitignore -------------------------------------------------------------------------------- /.vscode/settings.json: -------------------------------------------------------------------------------- 1 | { 2 | } -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # first-data-science-project-azure -------------------------------------------------------------------------------- /module3/after/check_workspace_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/module3/after/check_workspace_config.py -------------------------------------------------------------------------------- /module3/after/run_hello.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/module3/after/run_hello.py -------------------------------------------------------------------------------- /module3/before/check_workspace_config.py: -------------------------------------------------------------------------------- 1 | from azureml.core import Workspace 2 | 3 | -------------------------------------------------------------------------------- /module3/before/run_hello.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/module3/before/run_hello.py -------------------------------------------------------------------------------- /module3/hello.py: -------------------------------------------------------------------------------- 1 | print("Hello world!") -------------------------------------------------------------------------------- /module4/after/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/module4/after/Dockerfile -------------------------------------------------------------------------------- /module4/after/curated_environment.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/module4/after/curated_environment.ipynb -------------------------------------------------------------------------------- /module4/after/docker_environment.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/module4/after/docker_environment.ipynb -------------------------------------------------------------------------------- /module4/after/hello.py: -------------------------------------------------------------------------------- 1 | 2 | print("Hello within a container") 3 | -------------------------------------------------------------------------------- /module4/after/system_environment.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/module4/after/system_environment.ipynb -------------------------------------------------------------------------------- /module4/after/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/module4/after/train.py -------------------------------------------------------------------------------- /module4/before/curated_environment.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/module4/before/curated_environment.ipynb -------------------------------------------------------------------------------- /module4/before/docker_environment.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/module4/before/docker_environment.ipynb -------------------------------------------------------------------------------- /module4/before/system_environment.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/module4/before/system_environment.ipynb -------------------------------------------------------------------------------- /module5/after/fairness.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/module5/after/fairness.ipynb -------------------------------------------------------------------------------- /module5/after/interpretability.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/module5/after/interpretability.ipynb -------------------------------------------------------------------------------- /module5/before/fairness.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/module5/before/fairness.ipynb -------------------------------------------------------------------------------- /module5/before/interpretability.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/axel-sirota/first-data-science-project-azure/HEAD/module5/before/interpretability.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | azureml-core 2 | --------------------------------------------------------------------------------