├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── LICENSE-DATA ├── LICENSE-NOTEBOOKS ├── README.md ├── assignments ├── DTE-LECTURE-1-ASSIGNMENT-SOLN.ipynb ├── DTE-LECTURE-1-ASSIGNMENT.ipynb ├── DTE-LECTURE-2-ASSIGNMENT-SOLN.ipynb ├── DTE-LECTURE-2-ASSIGNMENT.ipynb ├── DTE-LECTURE-3-ASSIGNMENT-SOLN.ipynb ├── DTE-LECTURE-3-ASSIGNMENT.ipynb ├── DTE-LECTURE-4-ASSIGNMENT-SOLN.ipynb ├── DTE-LECTURE-4-ASSIGNMENT.ipynb └── DTE-LECTURE-5-ASSIGNMENT.ipynb ├── data ├── MLU_Logo.png └── final_project │ ├── perfect_submission.csv │ ├── test_features.csv │ ├── training.csv │ └── y_test.csv ├── mlu-dte.yml ├── notebooks ├── final_project │ └── DTE-FINAL-PROJECT.ipynb ├── lecture_1 │ └── DTE-LECTURE-1-PRUNE.ipynb ├── lecture_2 │ └── DTE-LECTURE-2-TREE-VARIANCE.ipynb ├── lecture_3 │ ├── DTE-LECTURE-3-BAGGING-OVERFIT.ipynb │ ├── DTE-LECTURE-3-BOOTSTRAP.ipynb │ ├── DTE-LECTURE-3-RANDOM-FOREST.ipynb │ └── DTE-LECTURE-3-TREE-CORRELATION.ipynb ├── lecture_4 │ ├── 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