Predict Customer Churn

• Project Predict Customer Churn of ML DevOps Engineer Nanodegree Udacity

Project Description

We would like to identify and predict credit card customers that are most likely to churn. The main aim of this project is to build a customer churn prediction model and implement all of the clean code principles based on the provided code in churn_notebook.ipynb.

The dataset for this project was pulled from Kaggle.

Running Files

First, we create virtual environment (venv) and activate the newly created virtual environment.

1. create and set virtual environment (venv)

git clone <github HTTPS filepath>
virtualenv venv
source venv/bin/activate

2. install requirements.txt

Then install all dependencies of this file.

pip install -r requirements.txt

3. for testing the code on churn_library.py

pip install pytest
pytest churn_script_logging_and_tests.py