archd3sai / Customer-Survival-Analysis-and-Churn-PredictionLinks
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.
☆227Updated 3 years ago
Alternatives and similar repositories for Customer-Survival-Analysis-and-Churn-Prediction
Users that are interested in Customer-Survival-Analysis-and-Churn-Prediction are comparing it to the libraries listed below
Sorting:
- ☆135Updated 4 years ago
- The objective of this project is to analyze the 3 million grocery orders from more than 200,000 Instacart users and predict which previou…☆90Updated 3 years ago
- A data science project to predict whether a transaction is a fraud or not.☆191Updated 8 months ago
- Portfolio including my data science projects for academic, self-learning, and hobby.☆48Updated 5 years ago
- Bank customers churn dashboard with predictions from several machine learning models.☆60Updated 2 years ago
- Predict your Medical insurance cost!☆91Updated last year
- A Collection of Data Science/ML Projects☆154Updated 2 years ago
- Customers in the telecom industry can choose from a variety of service providers and actively switch from one to the next. With the help …☆91Updated 3 years ago
- Customer & Purchase Analytics using Segmentation, Targeting, Positioning, Marketing Mix, Price Elasticity☆48Updated 4 years ago
- This repository contains the data source and the tableau workbook used in my YouTube video: https://www.youtube.com/watch?v=_qReGTOrKTk☆40Updated 3 years ago
- End to end projects-- Customer Churning prediction using Gradient Boost Classifier Algorithm perform pre-processing steps then fit data i…☆21Updated 2 years ago
- Data Analysis Projects☆130Updated 6 years ago
- ☆193Updated 4 years ago
- Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to …☆135Updated 7 years ago
- In this project, a RFM model is implemented to relate to customers in each segment. Assessed the Data Quality, performed EDA using Pytho…☆81Updated 4 years ago
- a collection of different Exploratory Data Analysis Aproaches☆88Updated 5 years ago
- What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am shari…☆153Updated 2 years ago
- Machine Learning - End to End Data Science Projects☆122Updated 2 years ago
- Learning Statistics is one of the most Important step to get into the World of Data Science and Machine Learning. Statistics helps us to …☆181Updated last year
- Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.☆82Updated 7 years ago
- Solved end-to-end machine learning projects☆35Updated 2 years ago
- This Portfolio is a compilation of all the Data Science and Data Analysis projects I have done for academic, self-learning and hobby purp…☆206Updated 4 years ago
- ☆69Updated last year
- ☆55Updated 4 years ago
- Customer Analytics for a FMCG company (K-means clustering, PCA, logistic regression, linear regression)☆17Updated 4 years ago
- Data Science Capstone Project Using Python and Tableau 10☆52Updated 2 years ago
- Lending Club Data Loan Default Prediction☆57Updated 2 years ago
- Machine learning model for Credit Card fraud detection☆105Updated 4 years ago
- ☆185Updated 2 years ago
- A Machine Learning Project implemented from scratch which involves web scraping, data engineering, exploratory data analysis and machine …☆97Updated 2 years ago