Git Product home page Git Product logo

jprmaulion / customer-churn-analysis Goto Github PK

View Code? Open in Web Editor NEW
0.0 1.0 0.0 493 KB

Perform exploratory data analysis and develop machine learning models to a telecom customer churning dataset

License: MIT License

Jupyter Notebook 100.00%
churn-prediction churning customer-churn-analysis exploratory-data-analysis machine-learning machine-learning-modeling python machine-learning-models plotly sklearn

customer-churn-analysis's Introduction

Customer churn analysis of a telco dataset πŸ“ž

The aim of this notebook is to perform exploratory data analysis and develop machine learning models to a telecom customer churning dataset, which was sourced from [1]. The notebook covers the following: (1) data cleaning, (2) exploratory data analysis, and (3) ML modeling.

Note that other machine learning models and additional EDA methods are planned to be included in the notebook. If you have feedback or any question in mind, please reach me at jprmaulion[at]gmail[dot]com. 🫢🏾

customer-churn-analysis's People

Contributors

jprmaulion avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    πŸ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. πŸ“ŠπŸ“ˆπŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❀️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.