- Project Predict Customer Churn of ML DevOps Engineer Nanodegree Udacity
This set of libraries runs two machine learning models (Random Forest and Logistic Regression) and shows key model results. It includes exploratory data analysis and a testing library. It is designed highly modular and can be easily extended or changed.
churn_library.py - includes all necessary functions and can be run from command line
churn_script_logging_and_tests.py - runs all tests and logs results
data - has the csv data file
images - output for exploratory data analysis and final model results pictures
logs - logs testing output
models - saves model files
requirements.txt - has all required python libraries for the model pipeline
python churn_library.py
python churn_script_logging_and_tests.py