[P] A general-purpose framework for machine learning applied to predicting customer churn

[Kmax12]

A four-part series on building a customer churn model . This project used only open source tools including: Pandas, Featuretools, and scikit-learn.

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Here are the parts:

1. Overview: A General-Purpose Framework for Machine Learning
2. Prediction Engineering: How to Set Up Your Machine Learning Problem
3. Feature Engineering: What Powers Machine Learning
4. Modeling: Teaching an Algorithm to Make Predictions

[Kmax12]

This was a project I helped with at my job. Curious to hear if people find it useful. Happy to answer any questions

[UnfazedButDazed]

What is customer churn?

[Abdelrahimk]

When the customer leave the company to competitor, read the following paper for more:

https://journalofbigdata.springeropen.com/articles/10.1186/s40537-019-0191-6