├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── conversion_prediction_binary_classification_sql ├── data_aggregation.sql ├── false_example_random_selection.sql ├── false_example_selection.sql ├── feature_selection.sql ├── label_generation.sql ├── model_confusion_matrix_creation.sql ├── model_creation.sql ├── model_evaluation.sql ├── model_prediction.sql ├── total_timeOnScreen_month1_calculation.sql ├── total_timeOnScreen_month1_extension.sql ├── total_timeOnScreen_month2_calculation.sql ├── total_timeOnScreen_month2_extension.sql ├── total_timeOnScreen_month3_calculation.sql ├── total_timeOnScreen_month3_extension.sql ├── true_example_selection.sql ├── users_first_activity_selection.sql └── users_selection.sql ├── customer_segmentation_sql ├── dashboard_creation.sql ├── data_aggregation.sql ├── feature_selection.sql ├── model_comparison.sql ├── model_evaluation.sql ├── model_prediction.sql └── model_train.sql ├── dataset ├── crm_account.csv ├── crm_user.csv ├── ga360.csv └── users_signup_dates.csv ├── lifetime_value_classification_sql ├── Iteration1 │ ├── ages_bucketization.sql │ ├── feature_selection.sql │ ├── model_confusion_matrix_creation.sql │ ├── model_creation.sql │ ├── model_evaluation.sql │ ├── model_prediction.sql │ └── users_labelling.sql ├── Iteration2 │ ├── age_cleanup.sql │ ├── average_age_calculation.sql │ ├── features_selection.sql │ ├── model_confusion_matrix_creation.sql │ ├── model_creation.sql │ ├── model_evaluation.sql │ ├── model_prediction.sql │ └── users_labelling.sql ├── classification_boundaries_calculation.sql ├── data_aggregation.sql ├── screen_resolution_count.sql └── screen_resolution_mode.sql └── mock_data_generators ├── channel_program_name_gen.py ├── club_ga360.py ├── ga360_gen.py ├── generate_normal.py ├── plot.py └── signup_date_gen.py /CONTRIBUTING.md: -------------------------------------------------------------------------------- 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