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Telco Customer Churn

This is a sample code repository of the telco customer churn analysis or prediction by the classification/regression model for experiment and learning purposes. The sample dataset is also published in Kaggle (Sample Telco Customer Churn Dataset).

Contents:

  • data/WA_Fn-UseC_-Telco-Customer-Churn_R2.csv <-- Sample dataset (7,011 records) of telco customer churn with corresponding churn label.
  • data/WA_Fn-UseC_-Telco-Customer-Churn_R2_Test.csv <-- Dataset with 21 records for testing purposes.
  • batch_scoring_with_aml_model_api.ipynb <-- Notebook to demonstrate how to consume trained classification model from Azure Machine Learning (AutoML)'s endpoint and perform batch scoring for testing dataset.
  • Delta_Table_Merge_Demo.html <-- Sample of how to perform Azure Databricks Delta Table Merge. It demonstrates how to get daily CSV file updates into a master table in Delta Table format.
  • Delta_Table_Merge_Demo.ipynb <-- Sample of how to perform Azure Databricks Delta Table Merge. It demonstrates how to get daily CSV file updates into a master table in Delta Table format.

Enjoy!