Code Monkey home page Code Monkey logo

ustcdj / sparkify_churn_analysis Goto Github PK

View Code? Open in Web Editor NEW
0.0 0.0 0.0 15.63 MB

Preventing churn is key to improving revenue for Sparkify, a subscription-based company (fictitious). This project is to analyze data from Sparkify to build a model to predict user churn. First, a sample dataset (128MB) was used on a local machine to explore relevant features and develop a working model. Then similar steps were used to develop a final working model for the full dataset(12GB) on the AWS cloud.

Home Page: https://medium.com/@ustcdj/sparkify-udacity-data-science-capstone-project-b273b4ab1c8d

License: MIT License

Jupyter Notebook 100.00%
aws emr-cluster machine-learning-algorithms music-streaming spark

sparkify_churn_analysis's People

Contributors

ustcdj avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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.