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.
☆261Sep 30, 2022Updated 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. 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…☆23Aug 13, 2023Updated 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 …☆108Dec 29, 2021Updated 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…☆168Dec 4, 2022Updated 3 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…☆103Aug 26, 2022Updated 3 years ago
- ☆151May 9, 2021Updated 5 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.
- 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 5 years ago
- WARNING: This repository is no longer maintained This repository will not be updated. The repository will be kept available in read-onl…☆30May 10, 2021Updated 5 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
- Zomato Data Exploration and Analysis with SQL (SQL SERVER)☆29Jul 15, 2024Updated last year
- Dashboard to explore the data and to create baseline Machine Learning model.☆14Jun 17, 2021Updated 4 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 3 years ago
- Small projects with Deep Learning magic! - Predicting Customer Churn in Banking, Predict tags on Stack Overflow, Sign Language Recognitio…☆13Oct 1, 2021Updated 4 years ago
- A general-purpose framework for solving problems with machine learning applied to predicting customer churn☆424Jun 17, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Churn analysis library☆22Dec 18, 2025Updated 5 months ago
- Customer Segmentation, RFM analysis and price elasticity☆20Aug 21, 2020Updated 5 years ago
- Fake News Detection using Machine Learning Algorithms☆32May 7, 2021Updated 5 years ago
- A detailed customer churn analysis for Telco Communication (Kaggle Dataset). IN PROGRESS (5/28)☆21Jun 14, 2020Updated 5 years ago
- Product Recommender System for Retail Dataset☆16Sep 22, 2020Updated 5 years ago
- Build a classification model for reducing the churn rate for a telecom company☆15Jan 15, 2021Updated 5 years ago
- Sell Out Sell In Forecasting project implemented at Nestlé☆22Apr 25, 2022Updated 4 years ago
- In this personal Superstore Sales SQL Data Analysis project, an exploratory data analysis was performed on the Superstore Sales Data avai…☆37Mar 4, 2023Updated 3 years ago
- Code for the Paper "Automatic Feature Selection for Survival Analysis with Deep Learning"☆16Jul 2, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This project involves Employee Attrition Prediction using various data visualisation techniques & machine learning models. The repository…☆11Jul 6, 2024Updated last year
- This project includes multiple disease prediction models for diabetes, Parkinson's disease, heart disease, and breast cancer.☆10Mar 5, 2024Updated 2 years ago
- ☆16Sep 3, 2018Updated 7 years ago
- In this repository, I will keep my all Deep Learning project implementations.☆11Nov 22, 2020Updated 5 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
- Practical Data Science using Python, by Packt Publishing☆13Dec 15, 2025Updated 5 months ago
- Self-exploratory Streamlit app to know more about palmer penguins.☆11Jun 26, 2023Updated 2 years ago
- 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
- Customer & Purchase Analytics using Segmentation, Targeting, Positioning, Marketing Mix, Price Elasticity☆52Nov 24, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The objective of this project is to develop a Monte Carlo simulation model for portfolio optimization to maximise an investor's max retur…☆12Dec 7, 2023Updated 2 years ago
- Exploring some issues related to churn☆17Mar 19, 2024Updated 2 years ago
- ☆36Feb 6, 2024Updated 2 years ago
- Data Analysis Project on Power BI☆15Sep 27, 2022Updated 3 years ago
- Learnt Data Visualization and Data Analytics with Tableau by solving 3 Realistic Analytics Projects.☆142Jun 23, 2020Updated 5 years ago
- collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, vario…☆592Mar 8, 2023Updated 3 years ago
- An interface to chat with the advanced Gemini pro model☆11Jan 23, 2024Updated 2 years ago