Repository for undergraduate machine learning course

Lecture slides are here
Data files are in a separate repo, which is added as a submodule in data folder. To clone including the submodule, run
```
git clone --recurse-submodules https://github.com/ssuai/machine_learning.git
```

Notebooks

Name		Name	Last commit message	Last commit date
Latest commit History 57 Commits
data @ ee78cf7		data @ ee78cf7
.gitignore		.gitignore
.gitmodules		.gitmodules
README.md		README.md
lab1_intro.ipynb		lab1_intro.ipynb
lab2_linear_regression_scikit-learn.ipynb		lab2_linear_regression_scikit-learn.ipynb
lab2_linear_regression_statsmodels.ipynb		lab2_linear_regression_statsmodels.ipynb
lab3_classification.ipynb		lab3_classification.ipynb
lab4_resampling.ipynb		lab4_resampling.ipynb
lab5-1_subset_selection.ipynb		lab5-1_subset_selection.ipynb
lab5-2_ridge_regression_and_lasso.ipynb		lab5-2_ridge_regression_and_lasso.ipynb
lab5-3_PCR_and_PLS.ipynb		lab5-3_PCR_and_PLS.ipynb
lab6-1_PCA.ipynb		lab6-1_PCA.ipynb
lab6-2_clustering.ipynb		lab6-2_clustering.ipynb
lab6-3_NCI60.ipynb		lab6-3_NCI60.ipynb
lab7_SVM.ipynb		lab7_SVM.ipynb