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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Exercises Files.zip |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 1/01.01-course_introduction.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 1/01.02-course_structure.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 1/01.03-is_this_course_right_for_you.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.01-introducing_data_preparation.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.02-the_machine_learning_process.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.03-data_preparation_defined.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.04-choosing_a_data_preparation_technique.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.05-what_is_data_in_machine_learning.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.06-raw_data.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.07-machine_learning_is_mostly_data_preparation.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.08-common_data_preparation_tasks-data_cleansing.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.09-common_data_preparation_tasks-feature_selection.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.10-common_data_preparation_tasks-data_transforms.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.11-common_data_preparation_tasks-feature_engineering.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.12-common_data_preparation_tasks-dimensionality_reduction.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.13-data_leakage.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.14-problem_with_naive_data_preparation.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.15-case_study_data_leakage_train__test__split_naive_approach.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.16-case_study_data_leakage_train__test__split_correct_approach.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.17-case_study_data_leakage_k-fold_naive_approach.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 2/02.18-case_study_data_leakage_k-fold_correct_approach.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.01-data_cleansing_overview.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.02-identify_columns_that_contain_a_single_value.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.03-identify_columns_with_few_values.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.04-remove_columns_with_low_variance.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.05-identify_and_remove_rows_that_contain_duplicate_data.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.06-defining_outliers.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.07-remove_outliers-the_standard_deviation_approach.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.08-remove_outliers-the_iqr_approach.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.09-automatic_outlier_detection.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.10-mark_missing_values.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.11-remove_rows_with_missing_values.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.12-statistical_imputation.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.13-mean_value_imputation.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.14-simple_imputer_with_model_evaluation.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.15-compare_different_statistical_imputation_strategies.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.16-k-nearest_neighbors_imputation.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.17-knnimputer_and_model_evaluation.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.18-iterative_imputation.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.19-iterativeimputer_and_model_evaluation.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 3/03.20-iterativeimputer_and_different_imputation_order.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 4/04.01-feature_selection_introduction.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 4/04.07-mutual_information.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 4/04.10-feature_selection_with_mutual_information.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 4/04.11-modeling_with_selected_numerical_features.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 4/04.14-linear_correlation_with_correlation_statistics.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 4/04.15-linear_correlation_with_mutual_information.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 4/04.18-tuning_number_of_selected_features.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 4/04.19-recursive_feature_elimination.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 4/04.20-rfe_for_classification.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 4/04.21-rfe_for_regression.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 4/04.22-rfe_hyperparameters.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 4/04.28-permutation_feature_importance.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 4/04.29-feature_selection_with_importance.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 5/05.01-scale_numerical_data.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 5/05.02-diabetes_dataset_for_scaling.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 5/05.03-minmaxscaler_transform.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 5/05.04-standardscaler_transform.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 5/05.05-robust_scaling_data.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 5/05.06-robust_scaler_applied_to_dataset.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 5/05.07-explore_robust_scaler_range.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 5/05.12-dummy_variable_encoding.mkv |
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45.7 MB |
| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 5/05.14-make_distributions_more_gaussian.mkv |
8.9 MB |
| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 5/05.15-power_transform_on_contrived_dataset.mkv |
21.3 MB |
| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 5/05.16-power_transform_on_sonar_dataset.mkv |
29 MB |
| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 5/05.17-box-cox_on_sonar_dataset.mkv |
31.8 MB |
| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 5/05.18-yeo-johnson_on_sonar_dataset.mkv |
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152.9 MB |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 6/06.01-transforming_different_data_types.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 6/06.02-the_columntransformer.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 6/06.03-the_columntransformer_on_abalone_dataset.mkv |
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| [FreeCoursesOnline.Me] PacktPub - Data Cleansing Master Class in Python/Section 6/06.04-manually_transform_target_variable.mkv |
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