├── .gitignore ├── LICENSE ├── README.md ├── code ├── bootstrapping.ipynb ├── cov-corr.ipynb ├── eda.ipynb ├── hypothesis-testing_1.ipynb ├── images │ └── linear_regression_scheme.png ├── linear-reqression-leastsquares.ipynb ├── pdf_1.ipynb ├── pmf_1.ipynb └── summary-stats.ipynb └── datasets ├── boston ├── housing.data.txt └── housing.names.txt ├── iris └── iris.csv └── winequality ├── winequality-red.csv ├── winequality-white.csv └── winequality.names.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rasbt/data-science-tutorial/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rasbt/data-science-tutorial/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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