telecom-churn-prediction

There are 2 repositories under telecom-churn-prediction topic.

sahidul-shaikh / telecom-churn-case-study
Build a classification model for reducing the churn rate for a telecom company
classification logistic-regression svm-classifier pca class-imbalance decision-trees random-forest telecom-churn-prediction telecom-churn-analysis python
Language:Jupyter Notebook 14
debmalya92 / telecom-churn-prediction
Two differrent approach to predict Churn customers and finding out important variables that drives churn
telecom-churn-prediction python-3 predictive-modeling data-analysis data-classification
Language:Python 8
prateekralhan / Telecom-Churn-Case-study---IIITB-Assignment
Telecom churn prediction based webapp
telecom-churn-prediction webapp flask
Language:Jupyter Notebook 3
Telecom-churn-case-study
sailyshah / Telecom-churn-case-study
Analysing customer-level data of a leading telecom firm, building predictive models to identify customers at high risk of churn and identifying the main indicators of churn.
incremental-pca logistic-regression pca telecom-churn-analysis telecom-churn-prediction
Language:Jupyter Notebook 3
urbanclimatefr / telecom-customer-churn-prediction
Supervised learning algorithm was used to build churn prediction model to help solve a telecoms company's customer churn problem.
churn-prediction decision-trees genetic-algorithm jupyter-notebook python supervised-learning telecom-churn-prediction
Language:Jupyter Notebook 3
Ansuman21 / Telecom-Churn-Case-Study
In this project, you will analyse customer-level data of a leading telecom firm, build predictive models to identify customers at high risk of churn and identify the main indicators of churn.
data-visualization dataanalysisusingpython predictive-modeling telecom-churn-prediction highrisk-indicators riskanalytics
Language:Jupyter Notebook 2
Priyanshu88 / Telecom-Churn-Prediction-Streamlit-App
This is a Streamlit web application for predicting Telecom Churn. The app uses a trained machine learning model to predict whether a customer is likely to churn or not based on certain input features.
gridsearchcv pandas pickle python random-forest scikit-learn streamlit streamlit-cloud telecom-churn-prediction
Language:Python 2
Telecom-churn-analysis-and-prediction
anikch / Telecom-churn-analysis-and-prediction
Analyze customer-level data of a leading telecom firm, build predictive models to identify customers at high risk of churn (usage-based churn) and identify the main indicators of churn.
eda telecom-churn-prediction telecom-churn-analysis rfe pca missing-value-handling machine-learning xgboost random-forest logistic-regression
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
aps19 / Telecom-Delinquency-Model
A delinquency model which can predict in terms of a probability for each loan transaction, whether the customer will be paying back the loaned amount within 5 days of insurance of loan.
regression regression-models regression-analysis python extra-trees-classifier loan-delinquency random-forest-classifier telecom telecom-churn-prediction pandas
Language:Jupyter Notebook 0
AshaiReddy / Telecom-Churn-Case-Study
This repository uses Machine Learning models to gather insights on Customer Retention rate in Telecom Industry.
machine-learning data-science telecom-churn-analysis telecom-churn-prediction python scikit-learn statsmodels
Language:HTML 0
DDILLOUD / Telecom-Churn-Prediction-Model
This repository hosts a logistic regression model for telecom customer churn prediction. Trained on historical data, it analyzes customer attributes like account weeks, contract renewal status, and data plan usage to forecast churn likelihood. Its insights aid telecom companies in proactively retaining customers and mitigating churn rates.
classification-algorithm data-analysis data-preprocessing logistic-regression-models machine-learning-models prediction-model predictive-analytics scikit-learn telecom-churn-prediction
Language:Jupyter Notebook 0
deepakrameshgowda / TELECOM_CHURN
Designing strategies to pull back potential churn customers of a telecom operator by building a model which can generalize well and can explain the variance in the behavior of different churn customer. Analysis being done on large dataset which has lot of scope for cleaning and choosing the right model for prediction.
data-analysis data-analytics data-cleaning data-science decision-trees jupyter-notebook machine-learning modelling predictive-analytics predictive-modeling python supervised-learning telecom-churn-analysis telecom-churn-prediction model-accuracy model-validation numpy pandas
Language:Jupyter Notebook 0
imumi17 / Telecom-Churn-Case-Study
Telecom-Churn-Case-Study
churn-analysis churn-user-prediction telecom-churn-analysis telecom-churn-prediction
Language:Jupyter Notebook 0
shruthimohan03 / Predictive-Customer-Retention-A-Telecom-Solution
Telecom companies face significant challenges with customer churn, often losing customers due to dissatisfaction. This project explores a novel solution for proactively identifying and addressing customer dissatisfaction before it leads to churn. This project was done during a 36-hour hackathon at VIT Chennai and presented to a Nokia representative
generative-ai llm prompt-engineering telecom-churn-prediction xgboost
Language:Python 0
sukhijapiyush / Telecom-Churn-Case-Study
Analyse customer-level data of a leading telecom firm, build predictive models to identify customers at high risk of churn and identify the main indicators of churn.
churn-prediction python3 telecom-churn-prediction
Language:Jupyter Notebook 0
abhiram-ds / telecom_churn_case_study
Telecom Churn analysis using various tree based classification models
decision-trees random-forest boosting-algorithms xgboost adaboost gradient-boosting machine-learning telecom-churn-analysis telecom-churn-prediction pandas python tree-based-methods
Language:Jupyter Notebook
AbhishekSinghDhadwal / TelecomChurnPredictor
Notebook containing end-to-end analysis and modeling for churn prediction using dimensionality reduction, feature engineering, and classification techniques.
churn-prediction customer-analytics data-science eda machine-learning pca predictive-analysis python telecom-churn-prediction
Language:Jupyter Notebook
akashkriplani / telecom-churn-case-study
upGrad's Telecom Churn Case Study hosted on Kaggle platform
adaboost-classifier decision-trees eda logistic-regression pca random-forest rfe telecom-churn-prediction xgboost-classifier
Language:Jupyter Notebook
Asfiya-edu / Machine-Learning-Projects
This repository showcases machine learning projects covering diverse topics such as book recommendations, New York Airbnb analysis, and telecom churn prediction. Each project utilizes various techniques and algorithms to tackle specific challenges and extract meaningful insights from the data.
airbnb bookrecommendsystem machine-learning-algorithms telecom-churn-prediction
Language:Jupyter Notebook
atharvapathak / Telecom_Churn_Case_Study
Build a classification model for reducing the churn rate for a telecom company
class-imbalance classification decision-trees exploratory-data-analysis feature-extraction logistic-regression pca python random-forest svm-classifier telecom-churn-analysis telecom-churn-prediction
Language:Jupyter Notebook
mayssakorbi / Customer-Churn-Prediction-Analysis
This project involved analyzing 10,000 customer records, applying data preparation techniques, and training supervised machine learning models, achieving 94% accuracy. Model efficiency was further refined using cross-validation and hyperparameter tuning, ensuring reliability and performance
customerchurn prediction-model predictive-analytics telecom-churn-prediction
Language:Jupyter Notebook
PurvaKaiwart / Telecom-customer-churn-Prediction-
Build a classification model for reducing the churn rate for a telecom company
python randomforestclassifier class-imbalance logistic-regression pca svm telecom-churn-analysis telecom-churn-prediction
Language:Jupyter Notebook
Saba-Gul / Telecom-Churn-Prediction-and-Analysis
To explore and analyze the Telecom Churn dataset to understand factors contributing to customer churn and to develop a predictive model that can forecast customer churn with high accuracy
data-science exploratory-data-analysis feature-engineering feature-selection logistic-regression optimization pandas-python random-forest-classifier telecom-churn-prediction
Language:Jupyter Notebook

telecom-churn-prediction

sahidul-shaikh / telecom-churn-case-study

debmalya92 / telecom-churn-prediction

prateekralhan / Telecom-Churn-Case-study---IIITB-Assignment

sailyshah / Telecom-churn-case-study

urbanclimatefr / telecom-customer-churn-prediction

Ansuman21 / Telecom-Churn-Case-Study

Priyanshu88 / Telecom-Churn-Prediction-Streamlit-App

anikch / Telecom-churn-analysis-and-prediction

dhivyeshrk / Customer-Churn-Prediction

aps19 / Telecom-Delinquency-Model

AshaiReddy / Telecom-Churn-Case-Study

DDILLOUD / Telecom-Churn-Prediction-Model

deepakrameshgowda / TELECOM_CHURN

imumi17 / Telecom-Churn-Case-Study

shruthimohan03 / Predictive-Customer-Retention-A-Telecom-Solution

sukhijapiyush / Telecom-Churn-Case-Study

abhiram-ds / telecom_churn_case_study

AbhishekSinghDhadwal / TelecomChurnPredictor

akashkriplani / telecom-churn-case-study

Asfiya-edu / Machine-Learning-Projects

atharvapathak / Telecom_Churn_Case_Study

mayssakorbi / Customer-Churn-Prediction-Analysis

PurvaKaiwart / Telecom-customer-churn-Prediction-

Saba-Gul / Telecom-Churn-Prediction-and-Analysis