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customer-attrition-analysis

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virajbhutada / telecom-customer-churn-prediction

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Predict and prevent customer churn in the telecom industry with our advanced analytics and Machine Learning project. Uncover key factors driving churn and gain valuable insights into customer behavior with interactive Power BI visualizations. Empower your decision-making process with data-driven strategies and improve customer retention.

data-science machine-learning neural-network python-library machine-learning-algorithms eda pandas data-analysis logistic-regression powerbi roc-curve decision-tree-classifier churn-prediction machine-learning-models random-forest-classifier classification-models customer-churn-prediction customer-attrition-analysis xgboost-classifier powerbi-desktop
  • Updated Aug 16, 2025
  • HTML

SohelRaja / Customer-Churn-Analysis

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Implementation of Decision Tree Classifier, Esemble Learning, Association Rule Mining and Clustering models(Kmodes & Kprototypes) for Customer attrition analysis of telecommunication company to identify the cause and conditions of the churn.

numpy pandas python3 clustering-algorithm decision-tree-classifier svm-classifier knn-classifier association-rule-mining matplotlib-pyplot seaborn-plots kmodes clustering-models customer-attrition-analysis
  • Updated Feb 4, 2020
  • Jupyter Notebook

ErissonSilverioN / customer-churn-analytics

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📊 Predict customer churn using a robust system built with Django and MongoDB, delivering real-time insights with 87% accuracy on 500K+ records.

machine-learning clustering python-library glue eda randomforest logistic-regression redshift predictive-modeling decision-tree-classifier random-forest-classifier classification-models customer-churn-prediction customer-attrition-analysis xgboost-classifier
  • Updated Feb 28, 2026
  • C#

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