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..
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01_tabular_data_exploration.py
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01_tabular_data_exploration_ex_01.py
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01_tabular_data_exploration_sol_01.py
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02_numerical_pipeline_cross_validation.py
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02_numerical_pipeline_ex_00.py
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02_numerical_pipeline_ex_01.py
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02_numerical_pipeline_hands_on.py
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02_numerical_pipeline_introduction.py
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02_numerical_pipeline_scaling.py
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02_numerical_pipeline_sol_00.py
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02_numerical_pipeline_sol_01.py
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03_categorical_pipeline.py
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03_categorical_pipeline_column_transformer.py
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03_categorical_pipeline_ex_01.py
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03_categorical_pipeline_ex_02.py
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03_categorical_pipeline_sol_01.py
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03_categorical_pipeline_sol_02.py
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03_categorical_pipeline_visualization.py
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cross_validation_baseline.py
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cross_validation_ex_01.py
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cross_validation_ex_02.py
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cross_validation_grouping.py
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cross_validation_learning_curve.py
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cross_validation_nested.py
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cross_validation_sol_01.py
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cross_validation_sol_02.py
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cross_validation_stratification.py
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cross_validation_time.py
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cross_validation_train_test.py
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cross_validation_validation_curve.py
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datasets_adult_census.py
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datasets_ames_housing.py
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datasets_bike_rides.py
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datasets_blood_transfusion.py
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datasets_california_housing.py
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dev_features_importance.py
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ensemble_adaboost.py
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ensemble_bagging.py
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ensemble_ex_01.py
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ensemble_ex_02.py
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ensemble_ex_03.py
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ensemble_ex_04.py
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ensemble_gradient_boosting.py
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ensemble_hist_gradient_boosting.py
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ensemble_hyperparameters.py
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ensemble_introduction.py
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ensemble_random_forest.py
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ensemble_sol_01.py
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ensemble_sol_02.py
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ensemble_sol_03.py
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ensemble_sol_04.py
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feature_selection_ex_01.py
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feature_selection_introduction.py
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feature_selection_limitation_model.py
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feature_selection_sol_01.py
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linear_models_ex_01.py
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linear_models_ex_02.py
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linear_models_ex_03.py
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linear_models_ex_04.py
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linear_models_feature_engineering_classification.py
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linear_models_regularization.py
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linear_models_sol_01.py
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linear_models_sol_02.py
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linear_models_sol_03.py
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linear_models_sol_04.py
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linear_regression_in_sklearn.py
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linear_regression_non_linear_link.py
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linear_regression_without_sklearn.py
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logistic_regression.py
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matplotlibrc
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metrics_classification.py
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metrics_ex_01.py
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metrics_ex_02.py
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metrics_regression.py
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metrics_sol_01.py
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metrics_sol_02.py
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parameter_tuning_ex_02.py
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parameter_tuning_ex_03.py
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parameter_tuning_grid_search.py
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parameter_tuning_manual.py
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parameter_tuning_nested.py
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parameter_tuning_parallel_plot.py
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parameter_tuning_randomized_search.py
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parameter_tuning_sol_02.py
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parameter_tuning_sol_03.py
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trees_classification.py
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trees_dataset.py
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trees_ex_01.py
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trees_ex_02.py
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trees_hyperparameters.py
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trees_regression.py
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trees_sol_01.py
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trees_sol_02.py
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