├── .gitignore ├── Datasets ├── Classified Data ├── College_Data ├── Readme.md ├── USA_Housing.csv ├── loan_data.csv ├── titanic_test.csv └── titanic_train.csv ├── DecisionTrees_RandomForest_Project_LendingData.ipynb ├── Function Approximation by Neural Network ├── Function approximation by linear model and deep network.ipynb └── Readme.md ├── Interactive ML-1.ipynb ├── KNN_Classifier.ipynb ├── K_Means_Clustering_Practice.ipynb ├── LICENSE ├── Linear_Regression_Methods.ipynb ├── Linear_Regression_Practice.ipynb ├── LogisticRegressionTitanic.ipynb ├── Multi-variate LASSO regression with CV.ipynb ├── Pandas and Numpy ├── How fast are NumPy ops.ipynb ├── Numpy practice.ipynb ├── PandasPractice.ipynb └── Readme.md ├── README.md ├── Random_Forest_Regression_Practice.ipynb ├── Regularized polynomial regression with linear and random sampling.ipynb └── Support_Vector_Machine_Practice.ipynb /.gitignore: -------------------------------------------------------------------------------- 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