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Data science is Software: #lifehacks for the Jupyer data scientist
Materials for the 1.5 hr talk: (Updated for ODSC East 2017)
.
├── data
│ └── raw
│ ├── pumps_train_labels.csv
│ └── pumps_train_values.csv
├── LICENSE
├── notebooks
│ ├── labs
│ │ ├── 2.0-environment-lab.ipynb
│ │ ├── 2.0-environment-solution.ipynb
│ │ ├── 3.0-refactoring-lab.ipynb
│ │ ├── 3.0-refactoring-solution.ipynb
│ │ └── 4.0-testing-lab.ipynb
│ └── lectures
│ ├── 2.0-environment.ipynb
│ ├── 3.0-refactoring.ipynb
│ └── 4.0-testing.ipynb
├── README.md
├── requirements.txt
├── setup.cfg
└── src
├── features
│ ├── build_features.py
│ └── preprocess_solution.py
├── __init__.py
├── mcmc
│ └── hamiltonian.py
├── model
│ └── train_model_solution.py
├── tests
│ ├── example.py
│ ├── __init__.py
│ ├── test_example.py
│ └── test_lab4_solutions.py
└── utils.py
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