customer-churn-analysis

There are 7 repositories under customer-churn-analysis topic.

Pradnya1208 / Telecom-Customer-Churn-prediction
Customers in the telecom industry can choose from a variety of service providers and actively switch from one to the next. With the help of ML classification algorithms, we are going to predict the Churn.
customer-churn-prediction customer-churn-analysis classification classification-algorithm feature-engineering cross-validation model-evaluation roc-auc gridsearchcv sklearn python numpy pandas plotly machine-learning
Language:Jupyter Notebook 56
DataVisualizationExpert / Customer-Churn-Analysis-using-Power-BI
Unlock actionable insights and boost customer retention with this Power BI project. Analyze and visualize risk factors to proactively prevent churn. ➡️
customer-churn customer-churn-analysis customer-churn-prediction customer-segmentation dashboard dax-expression portfolio power-bi power-bi-dashboard prevention project risk-analysis churn-analysis churn-prediction dashboards powerbi
17
himanshu-03 / Customer-Churn-Prediction
The Customer Churn table contains information on all 7,043 customers from a Telecommunications company in California in Q2 2022. We need to predict whether the customer will churn, stay or join the company based on the parameters of the dataset.
codeclause customer-churn-analysis customer-churn-prediction data-science google-colab-notebook kaggle-dataset machine-learning
Language:Jupyter Notebook 15
Pegah-Ardehkhani / Customer-Churn-Prediction-and-Analysis
Analysis and Prediction of the Customer Churn Using Machine Learning Models (Highest Accuracy) and Plotly Library
accuracy churn-prediction classification classification-algorithm cross-validation customer-churn-analysis customer-churn-prediction feature-importance gridsearchcv imbalanced-data machine-learning machine-learning-algorithms plotly python roc-auc sklearn feature-engineering customer-churn telco data-science
Language:Jupyter Notebook 7
SharathHebbar / Marketing-Analytics
Customer Analytics
custom-analytics datascience python segmentation customer-churn-analysis customer-churn-prediction
Language:Jupyter Notebook 4
trajceskijovan / Custumer-Churn
Customer Churn Analysis in R: Logistic, Classification Tree, XGBoost, Random Forest.
r rscript churn-analytics churn-prediction customer-churn-analysis logistic-regression classification-tree random-forest xgboost data-wrangling eda feature-engineering feature-importance
Language:R 4
AdritPal08 / Customer-Churn-Analysis-Report-Using-Power-BI
Customer Churn Analysis Report using powerbi
customer-churn-analysis dataanalysis datamodeling datavisualization powerbi
3
alfianhid / Prediction-of-Customer-Churn-Rate-at-a-Bank-Using-PySpark
pyspark customer-churn-prediction customer-churn-analysis
Language:Jupyter Notebook 3
Ansu-John / Logistic-Regression-with-Spark
Build and evaluate logistic regression model using PySpark 3.0.1 library.
customer-churn-analysis logistic-regression predictive-modeling pyspark pyspark-mllib python3 spark survival-analysis
Language:Jupyter Notebook 3
emreyesilyurt / churn-prediction
Customer Churn Analysis with Neural Network
customer-churn-analysis keras
Language:Jupyter Notebook 2
sharmi1206 / telecom-customer-segmentation
Telecom Customer segmentation and Churn Prediction
clustering customer-churn customer-churn-analysis customer-churn-prediction customer-segmentation exploratory-data-analysis exploratory-data-visualizations telecom-customer-segmentation telecommunications
Language:Jupyter Notebook 2
churn-buster
zander1268 / churn-buster
This project focuses on a fictitious software company, Churn Buster, that is pitching their tool to Telecom Inc., a fictitious wireless service company. Churn Buster has built a predictive model to reduce Telecom Inc.'s customer churn
classification-algorithm customer-churn-analysis customer-churn-prediction random-forest
Language:Jupyter Notebook 2
copev313 / Predicting-Customer-Churn-With-Logistic-Regression
We utilize customer account data to visualize churn rate based on various factors. Additionally, we predict customer churn using a logistic regression model provided by scikit-learn.
python3 jupyter-notebook churn-prediction logistic-regression customer-churn customer-churn-analysis scikit-learn pandas-dataframe matplotlib-pyplot seaborn
Language:Jupyter Notebook 1
Dantusaikamal / Telecom-users-churn-analysis
A customer churn predictor using Watson Studio and Jupyter Notebooks
customer-churn-analysis data-science machine-learning watson-studio
Language:Jupyter Notebook 1
dhivyeshrk / Customer-Churn-Prediction
Derive insights of factors contributing to customer churn in the Telecom Industry.
customer-churn customer-churn-analysis customer-churn-prediction customer-churn-prediction-with-machine-learning data-science data-science-projects jupyter-notebook notebook-jupyter plotting telecom-churn-prediction telecom-data-analysis
Language:Jupyter Notebook 1
fantastic-rambo / LP2-Customer-Churn-Machine-Learning-Predictions
In this project, we embark on an exciting journey to explore and analyze customer churn within the Telecom network service using the CRISP-DM (Cross-Industry Standard Process for Data Mining) framework.
classification-algorithims classification-models customer-churn-analysis customer-churn-prediction-with-machine-learning data-analysis-python data-visualization machine-learning
Language:Python 1
fatianzh / customer-churn-prediction
Hello, this is my final project with my friend when I joined Fresh Graduate Academy Program at Binar Academy in 2023.
customer-churn-analysis customer-churn-prediction googlecolaboratory machine-learning python
Language:Jupyter Notebook 1
LarryLoveIV / Customer-Churn-Analysis
Customer Churn Analysis
python jupyter-notebook data-science random-forest support-vector-classifier pandas sklearn exploratory-data-analysis logistic-regression smote customer-churn-analysis
Language:Jupyter Notebook 1
SinaBaghdadi / Telco_Customer_Churn_Prediction
customer-churn-analysis customer-churn-prediction data-science eda jupyter-notebook machine-learning python streamlit
Language:Jupyter Notebook 1
VladOnMyOwn / customer-churn-analysis
My solution for DataCamp case study "Analyzing Customer Churn in Power BI".
business-analysis business-analytics business-intelligence case-study customer-churn customer-churn-analysis dashboard datacamp power-bi power-bi-dashboard
1
alessiamonfardino22 / Customer_Churn
This Python report is designed for a business which is worried by high customer churn.
churn-prediction customer-churn customer-churn-analysis customer-churn-prediction customer-segmentation python
Language:Jupyter Notebook 0
alisoltanirad / customer-churn
Prediction of whether or not a customer leaves in an specific period of time, deployed to GCP
classification customer-churn customer-churn-analysis customer-churn-prediction
Language:Jupyter Notebook 0
Atharva-Parkar / Customer-Churn-Prediction-with-Machine-Learning
Precision-driven customer churn analysis using CatBoost for accurate predictions and insightful model evaluation.
catboost-model customer-churn-analysis customer-churn-prediction gradient-boosting machine-learning
Language:Jupyter Notebook 0
bhanu-kanamarlapudi / customer-churn-prediction
customer-churn-analysis customer-churn-prediction eda python3 real-time-prediction streamlit
Language:Jupyter Notebook 0
nandhakeshore / Customer-Churn-Analysis
Analyzing e-Commerce company customer churn and providing business recommendations
business-recommendation business-report classification-model customer-churn-analysis exploratory-data-analysis exploratory-data-visualizations feature-importance gridsearch-tuning machine-learning model-building model-validation performance-metrics
Language:Jupyter Notebook 0
razamehar / Predicting-Bank-Customer-Churn
This project aims to predict bank customer churn using a dataset derived from the Bank Customer Churn Prediction dataset available on Kaggle. The dataset for this competition has been generated from a deep learning model trained on the original dataset, with feature distributions being similar but not identical to the original data.
adaboost-classifier classifier-model customer-churn-analysis customer-churn-prediction extra-trees-classifier gradient-boosting-classifier hyperparameter-tuning knn-classification python random-forest-classifier shapley-additive-explanations smote-sampling xgboost-classifier
Language:Jupyter Notebook 0
sonali-garg-18 / Predictive-modeling-customer-churn
Predictive model of customer churn of Bank and Marketing
customer-churn-analysis feature-selection machine-learning machine-learning-algorithms matplotlib predictive-modeling python seaborn sklearn statistical-analysis
Language:Jupyter Notebook 0
akua-asiedu / Microsoft-Excel-Projects
This contains some of the data analysis projects I have worked on in excel.
customer-churn-analysis data-analysis sales-analysis
eiliaJafari / tree-based-customer-churn-rate
Tree methods for customer churn prediction. Creating a model to predict whether or not a customer will Churn .
churn-analysis churn-prediction churn-user-prediction customer-churn customer-churn-analysis customer-churn-prediction customer-churn-prediction-with-machine-learning matplotlib numpy pandas python scikit-learn seaborn tree tree-based-methods
Language:Jupyter Notebook
Hoops95 / CustomerChurn_Bank_PowerPi
Analysis of Bank customers Data to know custmer churn.
analysis customer-churn-analysis power-bi power-query
jpcadena / PrDS_2024__TelcoCustomerChurn
Repositorio del proyecto de predicción del problema Telco Customer Churn (kaggle)
churn-analysis customer-churn-analysis data-analysis data-analytics data-cleaning data-engineering data-science data-visualization numpy pandas python scikit-learn statistics
Language:Jupyter Notebook
jprmaulion / customer-churn-analysis
Perform exploratory data analysis and develop machine learning models to a telecom customer churning dataset
churn-prediction churning customer-churn-analysis exploratory-data-analysis machine-learning machine-learning-modeling python machine-learning-models plotly sklearn
Language:Jupyter Notebook
JRigh / Churn-analysis
Customer churn analysis on the Telco dataset in R
customer-churn-analysis data-science marketing predictive-modeling r
Language:R
novrizalrnd / customer_churn_bank
Performed predictive analysis of customer churn in the banking industry and identify the factors that led customers to churn. Customer churn or customer attrition is the phenomenon where customers of a business no longer purchase or interact with the business.
customer-churn-analysis machine-learning
Language:Jupyter Notebook
RohitMacherla3 / customer-churn-prediction
This project aims to aims to predict the customer churn (likelihood of a customer leaving the company) for a telecom company using a variety of ML classification algorithms.
classification-algorithm customer-churn-analysis customer-churn-prediction eda feature-engineering gridsearchcv hyperparameter-tuning machine-learning python
Language:Jupyter Notebook
tonmoy-khanal / Customer-Churn-Prediction
Built a churn prediction model to retain subscription customers. Expertly preprocessed data, engineered features, and optimized models for accuracy. Deployed the model via Flask for real-time predictions, showcasing end-to-end data science skills.
customer-churn-analysis churn-prediction-model customer-behavior-analytics customer-retention-strategies data-driven-churn-prevention machine-learning-for-churn-prediction predicting-customer-attrition
Language:Jupyter Notebook

customer-churn-analysis

Pradnya1208 / Telecom-Customer-Churn-prediction

DataVisualizationExpert / Customer-Churn-Analysis-using-Power-BI

himanshu-03 / Customer-Churn-Prediction

Pegah-Ardehkhani / Customer-Churn-Prediction-and-Analysis

SharathHebbar / Marketing-Analytics

trajceskijovan / Custumer-Churn

AdritPal08 / Customer-Churn-Analysis-Report-Using-Power-BI

alfianhid / Prediction-of-Customer-Churn-Rate-at-a-Bank-Using-PySpark

Ansu-John / Logistic-Regression-with-Spark

emreyesilyurt / churn-prediction

sharmi1206 / telecom-customer-segmentation

zander1268 / churn-buster

copev313 / Predicting-Customer-Churn-With-Logistic-Regression

Dantusaikamal / Telecom-users-churn-analysis

dhivyeshrk / Customer-Churn-Prediction

fantastic-rambo / LP2-Customer-Churn-Machine-Learning-Predictions

fatianzh / customer-churn-prediction

LarryLoveIV / Customer-Churn-Analysis

SinaBaghdadi / Telco_Customer_Churn_Prediction

VladOnMyOwn / customer-churn-analysis

alessiamonfardino22 / Customer_Churn

alisoltanirad / customer-churn

Atharva-Parkar / Customer-Churn-Prediction-with-Machine-Learning

bhanu-kanamarlapudi / customer-churn-prediction

nandhakeshore / Customer-Churn-Analysis

razamehar / Predicting-Bank-Customer-Churn

sonali-garg-18 / Predictive-modeling-customer-churn

akua-asiedu / Microsoft-Excel-Projects

eiliaJafari / tree-based-customer-churn-rate

Hoops95 / CustomerChurn_Bank_PowerPi

jpcadena / PrDS_2024__TelcoCustomerChurn

jprmaulion / customer-churn-analysis

JRigh / Churn-analysis

novrizalrnd / customer_churn_bank

RohitMacherla3 / customer-churn-prediction

tonmoy-khanal / Customer-Churn-Prediction