├── README.md ├── data_files ├── 50_Startups.csv ├── Ads_CTR_Optimisation.csv ├── Churn_Modelling.csv ├── Data.csv ├── Mall_Customers.csv ├── Market_Basket_Optimisation.csv ├── Position_Salaries.csv ├── Restaurant_Reviews.tsv ├── Salary_Data.csv ├── Social_Network_Ads.csv └── Wine.csv ├── part_1-data-preprocessing ├── data_preprocessing_template.R └── data_preprocessing_template.py ├── part_10-model-selection-and-boosting ├── model_selection │ ├── grid_search.R │ ├── grid_search.py │ ├── k_fold_cross_validation.R │ └── k_fold_cross_validation.py └── xgboost │ ├── xgboost.R │ └── xgboost.py ├── part_2-regression ├── decision-tree-regression │ ├── decision_tree_regression.R │ └── decision_tree_regression.py ├── multiple-regression │ ├── multiple_linear_regression.R │ └── multiple_linear_regression.py ├── polynomial-regression │ ├── polynomial_regression.R │ ├── polynomial_regression.py │ ├── regression_template.R │ └── regression_template.py ├── random-forest-regression │ ├── random_forest_regression.R │ └── random_forest_regression.py ├── simple-linear-regression │ ├── simple_linear_regression.R │ └── simple_linear_regression.py └── support-vector-regression │ ├── svr.R │ └── svr.py ├── part_3-classification ├── K-nearest-neighbours │ ├── knn.R │ └── knn.py ├── decision_tree_classification │ ├── decision_tree_classification.R │ └── decision_tree_classification.py ├── kernel-svm │ ├── kernel_svm.R │ └── kernel_svm.py ├── logistic-regression │ ├── classification_template.R │ ├── classification_template.py │ ├── logistic_regression.R │ └── logistic_regression.py ├── naive-bayes │ ├── naive_bayes.R │ └── naive_bayes.py ├── random-forest-classification │ ├── random_forest_classification.R │ └── random_forest_classification.py └── support-vector-machine │ ├── svr.R │ └── svr.py ├── part_4-clustering ├── hc-clustering │ ├── hc_clustering.R │ └── hc_clustering.py └── k-means │ ├── k_means.R │ └── k_means.py ├── part_5-association-rule ├── apriori │ ├── Apriori_Python │ │ ├── __pycache__ │ │ │ └── apyori.cpython-35.pyc │ │ ├── apriori.py │ │ └── apyori.py │ └── apriori.R └── eclat │ └── eclat.R ├── part_6-re-inforcement-learning ├── UCB │ ├── UCB_Algorithm_Slide.png │ ├── random_selection.R │ ├── random_selection.py │ ├── upper_confidence_bound.R │ └── upper_confidence_bound.py └── thompson_sampling │ ├── thompson_sampling.R │ └── thompson_sampling.py ├── part_7-natural-language-processing ├── natural_language_processing.R └── natural_language_processing.py ├── part_8-deep-learning ├── artificial_neural_network │ ├── ann.R │ └── ann.py └── convolutional_neural_network │ └── cnn.py └── part_9-dimentionality-reduction ├── kernel_pca ├── kernel_pca.R └── kernel_pca.py ├── linear_discriminant_analysis ├── lda.R └── lda.py └── prinicipal_component_analysis ├── pca.R └── pca.py /README.md: -------------------------------------------------------------------------------- 1 | # Machine-Learning-A-Z-Udemy 2 | 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