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customer-churn-prediction

Here are 119 public repositories matching this topic...

archd3sai / Customer-Survival-Analysis-and-Churn-Prediction

In this project, I have utilized survival analysis models to see how the likelihood of the customer churn changes over time and to calculate customer LTV. I have also implemented the Random Forest model to predict if a customer is going to churn and deployed a model using the flask web app.

random-forest hazard flask-application data-analysis survival-analysis partial-dependence-plot explainable-ai customer-churn-prediction shap-values customer-survival-analysis

Updated Sep 30, 2022
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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.

python machine-learning numpy sklearn plotly cross-validation pandas classification feature-engineering model-evaluation classification-algorithm roc-auc gridsearchcv customer-churn-prediction customer-churn-analysis

Updated Dec 29, 2021
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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. ➡️

portfolio dashboard risk-analysis power-bi project dashboards powerbi churn-prediction prevention customer-segmentation churn-analysis customer-churn-prediction customer-churn customer-churn-analysis dax-expression power-bi-dashboard

Updated Mar 14, 2024

satz2000 / End-to-end-project---Customer-churn

End to end projects-- Customer Churning prediction using Gradient Boost Classifier Algorithm perform pre-processing steps then fit data into the Algorithm and Hyper Parameter Tunning to reduce TN & FN value to perform our model to works with a new data. Finally deploying the model using Flask API

customer-churn-prediction

Updated Aug 13, 2023
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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.

data-science machine-learning kaggle-dataset google-colab-notebook customer-churn-prediction customer-churn-analysis codeclause

Updated Jan 8, 2024
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blackbird71SR / Small-Deep-Learning-Projects

Small projects with Deep Learning magic! - Predicting Customer Churn in Banking, Predict tags on Stack Overflow, Sign Language Recognition

deep-learning neural-network hacktoberfest sign-language-recognition tag-prediction customer-churn-prediction

Updated Oct 1, 2021
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Lab-of-Infinity / Datatrained-Projects

Data Science Projects done at Data Trained Education during PG Data Science & ML Course

data-science machine-learning exploratory-data-analysis data-visualization feature-engineering red-wine-quality world-happiness-report hr-attrition temperature-prediction baseball-analytics customer-churn-prediction hr-analytics insurance-claim-prediction flight-price-prediction datatrained census-income-prediction big-data-mart

Updated Apr 17, 2023
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curiousily / Customer-Churn-Detection-with-TensorFlow-js

Customer churn prediction using Neural Networks with TensorFlow.js

javascript deep-learning tensorflow neural-networks customer-churn-prediction

Updated Sep 4, 2020
JavaScript

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

Analysis and Prediction of the Customer Churn Using Machine Learning Models (Highest Accuracy) and Plotly Library

Updated Jan 5, 2023
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FirasKahlaoui / customer-churn

This project aims to predict customer churn using machine learning techniques. By analyzing historical customer data, the model identifies patterns that indicate whether a customer is likely to leave. This can help businesses take proactive measures to retain customers and reduce churn rates.

python jupyter-notebook flask-application customer-churn-prediction

Updated Jun 23, 2024
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grknc / Customer-Churn-Analyzer-with-ML

Telco Churn Analysis and Modeling is a comprehensive project focused on understanding and predicting customer churn in the telecommunications industry. Utilizing advanced data analysis and machine learning techniques, this project aims to provide insights into customer behavior and help develop effective strategies for customer

prediction xgboost predictive-modeling random-forest-classifier customer-churn-prediction customer-churn xgboost-classifier lightgbm-classifier customer-churn-prediction-with-machine-learning

Updated Jan 23, 2024
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alfarias / customer-churn-prediction

Customer Churn Prediction using PyCaret.

python data-science customer-churn-prediction deepnote pycaret

Updated Apr 1, 2024
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ahmedshahriar / Customer-Churn-Prediction

Extensive EDA of the IBM telco customer churn dataset, implemented various statistical hypotheses tests and Performed single-level Stacking Ensemble and tuned hyperparameters using Optuna.

kaggle xgboost hyperparameter-optimization scipy lightgbm binary-classification ensemble-classifier catboost pandas-python classification-models optuna customer-churn-prediction stacking-ensemble

Updated Nov 9, 2021
HTML

SharathHebbar / Marketing-Analytics

Marketing Analytics

python marketing datascience segmentation marketing-analytics customer-churn-prediction customer-churn-analysis custom-analytics

Updated Aug 15, 2024
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PeterSchuld / Stanford-BUS139W-DataDrivenMarketing

Stanford Continuing Studies course "Data-Driven Marketing" by Angel Evan, Consultant. Completed Winter 2017-2018

tableau presentation-tools marketing-analytics kpi-indicator customer-churn-prediction

Updated Mar 20, 2020

harishb1407 / crm-using-ai-ml

Transforming CRM using AI/ML

machine-learning sentiment-analysis artificial-intelligence business-intelligence customer-segmentation customer-relationship-management customer-churn-prediction

Updated May 31, 2022
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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.

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 Oct 30, 2024
HTML

yash2189 / Customer-Churn-Prediction-ML

The objective is to build a classifier for prediction of customer churn.

kaggle-dataset classification-model customer-churn-prediction

Updated Feb 4, 2020
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AtashfarazNavid / MachineLearing-ChurnModeling

Machine-Learning-1

machine-learning classification binary-classification churn-prediction classification-algorithm churn-user-prediction churn-analysis customer-churn-prediction churn-modelling

Updated Sep 25, 2021
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alfianhid / Prediction-of-Customer-Churn-Rate-at-a-Bank-Using-PySpark

pyspark customer-churn-prediction customer-churn-analysis

Updated Jul 23, 2021
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