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churn-prediction

Here are 28 public repositories matching this topic...

virajbhutada / telecom-customer-churn-prediction

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.

Updated Oct 30, 2024
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ShowMeModel / revolut_churn_challenge

A sample churn prevention solution for an fintech app

data-science machine-learning exploratory-data-analysis churn-prediction churn-analytics user-segmentation data-magic

Updated May 11, 2020
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abduygur / churn-prediction-using-spark

Churn Prediction using PySpark

data-science machine-learning pyspark churn-prediction sparkify

Updated Jan 29, 2021
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actuallyykatie / ba

business analytics course homework assignments

ggplot2 r random-forest eda feature-selection bayesian-network survival-analysis logistic-regression kaplan-meier cox-regression decision-tree churn-prediction lime ctree churn-modeling

Updated Apr 6, 2020
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slitayem / churn_prediction_sparkify_dsnd

Churn prediction for sparkify music streaming service

python data-science machine-learning spark random-forest pyspark logistic-regression churn-prediction gradientboostedtrees

Updated Oct 15, 2024
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ThecoderPinar / telecommunication-customer-churn-analysis-and-prediction

📊 This project focuses on customer churn analysis and prediction in the telecommunications sector. Using data analysis, modeling, and predictive techniques, it aims to understand and mitigate customer loss by developing strategies.

data-science machine-learning deep-learning neural-network telecom classification data-analysis customer churn churn-prediction

Updated May 14, 2024
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apollo-robin / customer-churn

Predict Customer Churn

machine-learning classification churn-prediction lime mlops model-monitoring streamlit weights-and-biases

Updated Dec 5, 2021
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HassaanSaleem / CustomerChurn

python machine-learning eda churn-prediction churn-user-prediction

Updated Nov 16, 2020
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facf00 / Credit-Card---Churn-Rate

The credit churn data analysis aims to investigate the factors that contribute to customer attrition in a credit card company. The dataset used in this analysis contains information on customer demographics, credit card usage, and other relevant variables.

data-science eda pandas data-visualization python3 churn churn-prediction xgboost-algorithm churn-analysis wragling

Updated Jan 25, 2024
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LollaPie / Sparkify

Capstone Project of Udacity Nanodegree

python jupyter-notebook pyspark churn-prediction

Updated Mar 5, 2022
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hugomuniz94 / Telco_Churn_ClassPrediction

Análise Exploratória e Modelagem do dataset de uma empresa de telecomunicações, para prever se os clientes irão desistir ou continuar contratando os serviços da empresa. Um típico problema de classificação de Churn. Foi feita a manipulação, limpeza e visualização dos dados, e aplicado Regressão logística, Random Forest e XGBTree para a etapa de …

churn churn-prediction churn-analysis churn-modelling

Updated Mar 1, 2021
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RAVI-CHANDRIKA-05 / AV-JOB-A-THON---March-2022

This repository contains my approach for Churn Prediction for AV job-a-thon march 2022

machine-learning churn-prediction analytics-vidhya-competition jobathon

Updated Apr 1, 2022
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saurabh48782 / Customer_Attrition_Prediction

The goal of the project is to build a predictive model using machine learning concepts to predict customer attrition for a telecom service company.

random-forest xgboost logistic-regression churn-prediction gradient-boosting supervised-machine-learning catboost binaryclassification

Updated May 19, 2021
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kshitijzutshi / Customer-Churn-Prediction-2020

Performed a churn analysis on a Kaggle competition - Customer Churn Prediction 2020 to predict whether a customer will change telco provider

machine-learning machine-learning-algorithms churn-prediction

Updated Nov 6, 2021
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jodiambra / Interconnect-Telecom-Churn-Predictions

The telecom operator Interconnect would like to forecast churn of their clients. To ensure loyalty, those who are predicted to leave will be offered promotional codes and special plans.

machine-learning pipeline cross-validation eda xgboost lightgbm adaboost churn-prediction gradientboosting smote catboost roc-auc gridsearchcv profile-report

Updated May 14, 2023
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singhmansi25 / ChurnShield

A webapp to predict Churn against customers and employees, along with feature for data visualization

data-science django azure data-visualization churn-prediction azure-app-service

Updated May 10, 2024
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ferranferrerpujol / Businesss-Case-Churn

Análisis con modelo predictivo del churn de una empresa de telecomunicaciones.

data-science data r exploratory-data-analysis churn-prediction prediction-model

Updated Mar 6, 2025
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yashkarle / churn-classification

churn modelling using parsnip

r churn-prediction parsnip

Updated Nov 27, 2019
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kaviles22 / Churn-Model

A company X required a churn model to mitigate the monetary losses from discounts provided to customers.

data-science data machine-learning statistics exploratory-data-analysis artificial-intelligence xgboost classification knn churn-prediction elbow-method

Updated Jan 13, 2023
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aayomide / churn-risk-prediction

flask machine-learning churn-prediction xgboost-classifier

Updated Nov 5, 2024
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