alatiku/ChurnAnalysis

Analyze IBM Telco Customer data to offer valuable insights for data-driven decision-making on customer retention to reduce churn

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datalopes1/bankabc_churn

Neste projeto será realizado o processo de EDA (Exploratory Data Analysis) com foco na análise de Churn a partir do datas ser Bank Customer Churn Dataset, que pode ser encontrado no Kaggle e disponibilizado por Gaurav Topre.

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doruq-IT/Customer_Churn_Analysis_Feature_Engineering

This project develops a machine learning model to predict customer churn for a California-based telecom company using data from 7043 customers. Our goal is to enhance customer retention strategies through detailed data analysis and feature engineering.

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eligiomorales/Customer-Churn-Analysis-Tableau

This repository contains the analysis and visualizations I have created in Tableau. As part of the Career Track "Data Analyst in Tableau" available on DataCamp (https://www.datacamp.com/tracks/data-analyst-in-tableau)

Size: 720 KB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

jacquesbilombe/CRM-Customer-Churn-Score

Churn score analysis predicts customer attrition likelihood by analyzing historical data, enabling proactive retention strategies. Machine learning algorithms are often utilized to develop precise churn prediction models, aiding in customer retention efforts.

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breathingcyborg/b2b-sales-analysis

Language: Jupyter Notebook - Size: 945 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

ushashwat/Customer-Churn-Analysis

Customer churn rate analysis and prediction

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Foroughmo/Telco-Customer-Churn

Focused customer retention programs

Language: HTML - Size: 1.91 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

Younes-Piro/churn_detection

Utilizing machine learning tools to forecast customer churn. Explore visualizations highlighting unique profiles of churning and non churn customers, providing valuable insights for retention strategies.

Language: Jupyter Notebook - Size: 6.79 MB - Last synced: 29 days ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

yakhlebopros/ChurnDataVisualisation

visualisation of churn data of a bank

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eiliaJafari/tree-based-customer-churn-rate

Tree methods for customer churn prediction. Creating a model to predict whether or not a customer will Churn .

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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. ➡️

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galax19ksh/Customer-churn-analysis

using Power BI and python libraries

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kazuekudo1222/telecom-churn-prediction

A data analysis project with customers' data of a telecom company.

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Kaendor/quality-time

Command line tool to generate actionable metrics for priorizing refactors on your rust project

Language: Rust - Size: 105 KB - Last synced: 1 day ago - Pushed: over 1 year ago - Stars: 5 - Forks: 0

hossam-elshabory/MS-Power-BI-Projects

This Repository Contains Microsoft Power BI Projects.

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AnujRameshRindhe/EDA_Telecom_Churn_analysis

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jpcadena/PrDS_2024__TelcoCustomerChurn Fork of nestormontano/PrDS_2024__TelcoCustomerChurn

Repositorio del proyecto de predicción del problema Telco Customer Churn (kaggle)

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aadimangla/Churn-Modelling-for-a-Bank

A churn model is a mathematical representation of how churn impacts your business. Churn calculations are built on existing data (the number of customers who left your service during a given time period). A predictive churn model extrapolates on this data to show future potential churn rates.

Language: Python - Size: 5.8 MB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

gabrielmotablima/DS002--churn-solutions--Telecom

✨ The current project is a basic approach of data analysis and machine learning modeling to get business insights and propose strategies of customer segmentation and churn prediction to mitigate the high churn rate.

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DataNomadX/Customer-Retention-and-Service-Optimization-

By undertaking this project, the company aims to gain valuable insights into customer behavior, enhance service quality, and implement targeted strategies for customer retention and satisfaction. The findings will contribute to informed decision-making and the development of customer-centric business strategies.

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TarikKaanKoc/MonoChurnAnalyzer

Churn Analyzer: Analyze and understand user churn rate in your PostgreSQL database effortlessly.

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Aditprmn/Final_Project_ChurnAnalysis

Tingginya persaingan dibidang E-Commerce membuat semua perusahaan memerhatikan bagaimana bisa mempertahankan pelanggan agar selalu membeli di perusahaan tersebut. Pada laman ini mencoba menjelaskan mulai dari permasahan yang ada pada dataset, tujuannya, dan rekomendasi yang diberikan

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02-stutigupta/SpeakX-Data-Science-Assignment

Churn Analysis using various ML Models

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Lacerdash/ML-for-Churn-predicting

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jlgarciatucci/Churn-rate-visualizations-in-Python

Churn rate visualizations in Python

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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.

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avijay24/Customer-Churn-Predictions-Using-Classification-Analysis

Customer Churn Predictions Using Classification Analysis

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shubhamkushwah2509/pwc-internship

an internship where i use different data set and analyse call centre trend , churn analysis and diversity inclusion analysis

Size: 2.15 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

Shaghayegh-Aflatounian/Churn-Prediction

Churn prediction aims to identify customers who are likely to cancel/switch their accounts based on their characteristics and behavior patterns. This helps banks prioritize retention efforts.

Language: Jupyter Notebook - Size: 330 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

SadeTosin/Connecttel-Customer-Churn-Prediction

This project promises to predict and prevent customer attrition, ensuring long-term loyalty and competitiveness, by leveraging supervised machine learning algorithms.

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Laetitia-Deken/Churn_Telecom

Training Quest Business Case Wild Code School

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norbertolimonjr/Supervised-Learning-Churn-Analysis

Logistic Regression and Naive Bayes: Supervised Learning for Customer Churn Analysis on a dataset of an anonymous telecommunications company

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amina-safdar/customer_churn_prediction

Predicting churn among Manning Publication's liveBook customers.

Language: Python - Size: 38.1 KB - Last synced: 9 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

aimee0317/gym_customer_churn_analysis

This project is to conduct churn analysis of a fictitious gym called Model Fitness.

Language: HTML - Size: 29.4 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

Sid-Thorat/EDA_Telecom_Churn_Analysis

This projects explores a telecom company dataset. It aims to figure out pain points why users are churning, have to mitigate those issues and try to get back those users.

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Reign2121/Survival-analysis

survival and churn analysis in biz domain

Language: R - Size: 71.3 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 0

kinszee/Excel-Churn-Calculation

Leveraging on Excel functions to clean data and pivot tables for dimensioning and analysis, churn was estimated using functions like SUBTOTAL, COUNTIFs, NESTED IFs etc.

Size: 1.45 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

Ola76/bank_churn

Bank Customer Data for Customer Churn

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miraytopal/Bank_Churn_Analysis_with_Spark

Language: Jupyter Notebook - Size: 494 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 0

TalhaFarook/ChurnRadar

ChurnRadar: Unveiling Customer Churn Patterns with Predictive Insights

Language: Python - Size: 694 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

ilanhourchani/Bank-Customer-Churn-Analysis

Try to predict and identify bank customer churn

Language: Python - Size: 23.4 KB - Last synced: 4 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

dodystat/vix_businessintelligence

The purpose of this project is to analyze the characteristics of digital users regarding sales. This type of analysis is to create a visualization in the form of a company sales dashboard from data consisting of several tables. The tool used for visualization is Looker Studio. After creating the dashboard, we will provide recommendations

Size: 408 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

richhuwtaylor/fighting-churn

A project demonstrating how to predict customer churn based on product usage behaviours.

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camilamaestrelli/Telco-Customer-Churn

Language: Jupyter Notebook - Size: 3.92 MB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

GanYihWee/Newspaper-churn-analysis

Language: Jupyter Notebook - Size: 3.29 MB - Last synced: 10 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

rahulrajan15/HealthCare-Customer-Retention_Data_Analysis_python_project

Churn analysis is the evaluation of a company’s customer loss rate in order to reduce it. Also referred to as customer attrition rate, churn can be minimized by assessing your product and how people use it.

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babaniyi/BCG

Used Random Forest model to predict customers likely to churn and recommended discount and pricing strategies to improve customers retention.

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abeltavares/online_retail_pyspark_analysis

PySpark data analysis of the Online Retail Data Set

Size: 3.91 KB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

secil-carver/KMeans-Cluster-Analysis

Identifying specific groups in customer base with K-Means clustering

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klaudia-nazarko/iv-and-woe-python

This repository contains analysis of churn in telephone service company (using IV and WOE), comparison of effect size and information value and quick tutorial how to use information value module (created for this analysis).

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durgak87/Data-Science---Churn-Rate

A Telecom company is losing Customers to its competitors. With the historical customer churn information that they have, they want a ML Model to predict, which of their present customers may churn.

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metarex21/Churn-Prediction

Churn Predictor is a machine learning model that helps businesses identify customers likely to churn, enabling proactive measures to retain them.

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kev1nheng/Credit_Card_Churn_Analysis

Explored different classification techniques to identify the characteristic of the credit card holders churn at a bank using SAS.

Language: SAS - Size: 27.4 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

AshNumpy/DL-Churn-Analysis

Churn rate analysis with artificial neural network.

Language: Jupyter Notebook - Size: 593 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 3 - Forks: 0

alimfa/Alura-Voz

Classificação de clientes para redução da Churn Rate

Language: Jupyter Notebook - Size: 2.23 MB - Last synced: 12 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

JacobJ215/Churn-Analysis-and-Prediction

Telecom Churn Analysis: Predicting customer churn using ML. Best model was XGBoost with 81.92% accuracy. SHAP analysis revealed top features. Results and insights visualized in Tableau

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AshNumpy/Big-Data-Analysis-Term-Paper

IST434 Big data analytics end of term paper

Language: TeX - Size: 2.71 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

marbel89/sql_churn_rate

Churn rate calculation with SQL of a fictional dataset, analysis and presentation. The PDF slide presentation contains the code, explanations and conclusions. The .sqlite file contains the code for the different objectives.

Size: 157 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 1 - Forks: 0

ashish-pro/RBC-bankChurnAnalysis

Analyse the data and bring out few insights on the customer Churn

Size: 0 Bytes - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

immohann/churn-predictive-analysis

The goal of this project is to develop a tool that predicts which customers are likely to leave a company based on their behavior, such as purchase history, customer service interactions, and demographic data.

Language: Jupyter Notebook - Size: 8.5 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

NidhiMeher/Churn-Analysis

Customer churn demographics and insights.

Size: 2.41 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

iposoon/User-Churn-Analysis

Created a reporting with Power BI to help managers to discover the churn situation of customers

Size: 2.92 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

imumi17/Telecom-Churn-Case-Study

Telecom-Churn-Case-Study

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bernatsort/Customer_Churn_Prevention

Identificación de acciones concretas que ayuden a prevenir la pérdida de clientes (churn).

Language: Jupyter Notebook - Size: 15.1 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

npagrawal/Churn-Rate-Machine-Learning

How can we anticipate which customers will take their business elsewhere? Finding key predictors of customer churn via machine learning.

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Rose-njeru/Credit-Card-Churn-Analysis

Analysing bank credit card data and predict which group of customers are more likely to get churned so that we can target them to provide better services and turn customers' decisions in the opposite direction using MySQL and Tableau

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rifset/ecommerce-churn-prediction

Customer churn rate is an important metric for e-commerce businesses. Predicting whether someone will churn or not would be great...

Language: R - Size: 770 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Hosseinglm/Uber_driver_churn_analysis_BigData

Driver churn analysis based on Uber dataset using big data tools such as Hive, PySpark, Pig, Hbase, and MongoDB.

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TatevKaren/artificial-neural-network-business_case_study

Business Case Study to predict customer churn rate based on Artificial Neural Network (ANN), with TensorFlow and Keras in Python. This is a customer churn analysis that contains training, testing, and evaluation of an ANN model. (Includes: Case Study Paper, Code)

Language: Python - Size: 6.5 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 25 - Forks: 21

yacine-ammi/Mobile-CCP

This repository is created to share the steps that were taken in making my Graduation Thesis for my Applied Statistics Diploma, the project is about creating a machine learning model to predict the churn in a telecom company, this repository includes: The dataset used in the project, the relevant code, and the theisis in pdf.

Language: Jupyter Notebook - Size: 24.7 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

abhinav-neil/customer-churn

Analyze and predict bank customer churn using various classification algorithms

Language: Jupyter Notebook - Size: 394 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

jimschacko/Churn-Modelling-using-XGBoost

Churn Modelling using XGBoost

Language: Jupyter Notebook - Size: 1.01 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

olucaslopes/customer-churn-analysis

Análise e predição do Churn de clientes de uma empresa de Telecomunicações.

Language: Jupyter Notebook - Size: 8.53 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

TayJen/Customer-Churn-Prediction

Customer Churn Prediction with data from Kaggle

Language: Jupyter Notebook - Size: 47.2 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

VanessaAttaFynn/Customer_Churn_Prediction

Project: Predicting customer churn in the E-commerce sector with Light Gradient Boosting Machine.

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Lacerdash/Alura_Challenge_Data_Science

Challenge de Data Science desenvolvido pela Alura, para montar um conjunto de análises e modelos de machine learning supervisionado para auxiliar o time de vendas da empresa Alura Voz a fidelizar clientes.

Language: Jupyter Notebook - Size: 1.78 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

mgisa/Side_Project

The projects completed and in pipeline

Language: R - Size: 20.5 KB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

KalimaraPeleteiro/ChurnRate_Analysis

A churn rate analysis over fictional data, following through the whole process, from cleaning data to optimizing the models.

Language: Jupyter Notebook - Size: 2.43 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

thzou/customer_churn

Customer Churn Analysis using R & RStudio

Language: R - Size: 13.7 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

lorenzlorg/Digital-Marketing-Data-Science-Lab-project

Progetto Web Marketing and Communication Management

Language: R - Size: 103 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

AuroraCerabolini/Churn-Analysis

For this 2021/22 Data Science Lab project @ University of Milano-Bicocca we developed an analysis to identify and predict churner customers

Size: 2.37 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

PeerChristensen/cost-revenue-churn

Code for a Shiny app calculatiing cost/revenue for churn prevention

Language: R - Size: 40 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 2

kraoNEU/Customer_Churn_Prediction

This Project is on the Customer Churn Prediction for a Particular bank in Europe. This Project is being developed for the DS 5220, Supervised Machine Learning under Dr. David Brady

Language: Jupyter Notebook - Size: 3.24 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 1

Komsomolochka/stats-for-data-analysis

Построение выводов по данным: обнаружение статистически значимых отличий в уровнях экспрессии генов больных раком, задача оттока, кредитный скоринг

Language: Jupyter Notebook - Size: 5.36 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

santanukumar666/Data-analysis-projects

Exploratory data analysis of datasets available in Kaggle.(IPL dataset, Zomato dataset, Loan dataset, Telecom customer churn dataset)

Language: Jupyter Notebook - Size: 2.52 MB - Last synced: 12 months ago - Pushed: about 2 years ago - Stars: 1 - Forks: 1

fikahusnaamalinamubarok/Telcho-Churn-

This repository aims to find out whether or not customers who churn from telecommunication companies. And looking for modeling solutions to get predictions of future churn.

Language: Jupyter Notebook - Size: 828 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

jeanpadrao/ChallengeAluraVoz

Challenge de ciência de dados da Alura, utilizando dados de uma operadora fictícia de serviços de voz e Internet.

Language: HTML - Size: 6.07 MB - Last synced: 11 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

duartejr/challenge_data_science_alura_voz

Challenge de Data Science da Alura - Alura-Voz

Language: Jupyter Notebook - Size: 3.04 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 1

d0r1h/Churn-Analysis

Customer Churn Analysis for a website

Language: Jupyter Notebook - Size: 6 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 3 - Forks: 1

noodle-soups/Analysing-churn-using-logistic-regression-in-Python

Can customer behaviour predict churn? See how logistic regression illustrates this complex relationship with simplicity, and how odds ratios from the betting industry tell us who is at risk.

Language: Jupyter Notebook - Size: 729 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

JayDS22/Churn-Prediction

Build an End-to-End Data Science Project to predict customer churn for the Telecom industry and provide prescriptive countermeasures.

Language: Jupyter Notebook - Size: 1.25 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

MagdaleneHo/Telco-Churn-Rate

This is a data mining project done mainly on SAS Miner.

Language: R - Size: 5.01 MB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

dwijendra626/Customer-Churn

To predict customer churn rate using Artificial Neural Network using TensorFlow and Keras implemented in Python.

Language: Jupyter Notebook - Size: 401 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

hwait/ht5

Home task #5 for Otus course "Big Data ML in Production"

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dintellect/EmployeeChurn_Analysis_and_Prediction

Employee Churn Analysis, Feature Importance and Prediction Using Ensembling Model

Language: Jupyter Notebook - Size: 652 KB - Last synced: 10 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 1

Rajil1213/Codecademy

Some of my solutions to projects on Codecademy.

Language: HTML - Size: 215 KB - Last synced: 12 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

NiccoloSalvini/Churn-Analysis

~ UNI/ churn analysis for Data Mining proj module 2

Language: Jupyter Notebook - Size: 5.33 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

tara-nguyen/codecademy-user-churn

SQL code for calculating user churn rates

Size: 3.91 KB - Last synced: 11 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

raunak274/Churn_Analysis

Importance of churn Analysis and some concept upon it

Language: Jupyter Notebook - Size: 405 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 0