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.
☆275Sep 30, 2022Updated 4 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- End to end projects-- Customer Churning prediction using Gradient Boost Classifier Algorithm perform pre-processing steps then fit data i…☆24Aug 13, 2023Updated 3 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 …☆119Dec 29, 2021Updated 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…☆105Aug 26, 2022Updated 4 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…☆169Dec 4, 2022Updated 3 years ago
- Blossom bank plc wants to build a machine learning model that will predict online payment. The aim of this project was to develop a model…☆21Oct 27, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆162May 9, 2021Updated 5 years ago
- The Customer Churn table contains information on all 7,043 customers from a Telecommunications company in California in Q2 2022. We need …☆19Jan 8, 2024Updated 2 years ago
- ☆27Sep 30, 2020Updated 6 years ago
- This is an Analysis to optimise inventory managemnt for FitCapacity company by analyzing sales and inventory data using SQL and PowerBI☆30Sep 6, 2023Updated 3 years ago
- Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.☆50Apr 5, 2018Updated 8 years ago
- This is a repository of scripts developed as part of the 2020 ENCMP100 Section B3 lecture taught at University of Alberta.☆10Apr 2, 2020Updated 6 years ago
- Machine Learning to predict a customer's next purchase - Fulfills many use-cases from recommendation systems to loyalty programs.☆12Aug 30, 2021Updated 5 years ago
- Zomato Data Exploration and Analysis with SQL (SQL SERVER)☆34Jul 15, 2024Updated 2 years ago
- Dashboard to explore the data and to create baseline Machine Learning model.☆15Jun 17, 2021Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Sorting Alogorithm Visualizer with D3JS and vanila Javascript☆11Feb 25, 2024Updated 2 years ago
- The motive of the project is to predict the Customer LifeTime Value of a Four Wheeler Insurance Company and it is implemented by satisfyi…☆16Jun 22, 2022Updated 4 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…☆243Feb 7, 2021Updated 5 years ago
- Small projects with Deep Learning magic! - Predicting Customer Churn in Banking, Predict tags on Stack Overflow, Sign Language Recognitio…☆13Oct 1, 2021Updated 5 years ago
- Fake News Detection using Machine Learning Algorithms☆32May 7, 2021Updated 5 years ago
- Product Recommender System for Retail Dataset☆15Sep 22, 2020Updated 6 years ago
- An End to End Customer Churn Prediction solution using AWS services.☆41Oct 18, 2022Updated 3 years ago
- Churn analysis library☆22Dec 18, 2025Updated 9 months ago
- Customer Segmentation Using K-Means Clustering☆24Jan 3, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Build a classification model for reducing the churn rate for a telecom company☆16Jan 15, 2021Updated 5 years ago
- A detailed customer churn analysis for Telco Communication (Kaggle Dataset). IN PROGRESS (5/28)☆22Jun 14, 2020Updated 6 years ago
- Customer Segmentation, RFM analysis and price elasticity☆20Aug 21, 2020Updated 6 years ago
- queries for mimic-iv☆10Jul 2, 2021Updated 5 years ago
- Trained MobilenetV2 model to recognize the distracted behaviors exhibited by drivers while driving. Deployed the Deep Learning model on t…☆17Jun 8, 2021Updated 5 years ago
- Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals☆14Oct 1, 2021Updated 5 years ago
- ☆16Sep 3, 2018Updated 8 years ago
- Calculating regular and cross price elasticity for products based on weekly sales data☆35Nov 19, 2019Updated 6 years ago
- A Data science and Analytics project with the main aim of doing some Descriptive and Exploratory Data Analysis and then applying predict…☆50Nov 28, 2020Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Machine-Learning project that uses a variety of credit-related risk factors to predict a potential client's credit risk. Machine Learning…☆13Jan 24, 2021Updated 5 years ago
- This repository contains the data source and the tableau workbook used in my YouTube video: https://www.youtube.com/watch?v=_qReGTOrKTk☆41Dec 4, 2021Updated 4 years ago
- Survival Analysis with non-parametric, semi-parametric, and parametric models☆40May 25, 2018Updated 8 years ago
- Sentiment Analysis using Python☆17Jun 9, 2023Updated 3 years ago
- This repository consists of predicting dynamic pricing, churn predictions using sales and marketing data for understanding users' behavio…☆15Dec 26, 2020Updated 5 years ago
- A diabetes detection machine learning project involves using data and algorithms to train a model to accurately predict the likelihood of…☆20Jan 26, 2023Updated 3 years ago
- Practical Data Science using Python, by Packt Publishing☆14Dec 15, 2025Updated 9 months ago