/MLOps_Udacity_Project_1

Project Predict Customer Churn of ML DevOps Engineer Nanodegree Udacity

Primary LanguageJupyter Notebook

Predict Customer Churn

  • Project Predict Customer Churn of ML DevOps Engineer Nanodegree Udacity

Project Description

Bao Loc Pham Project 1 - Predict customer churn with clean code

Files and data description

Overview of the files and data present in the root directory.

.
├── Guide.ipynb          # Given: Getting started and troubleshooting tips
├── churn_notebook.ipynb # Given: Contains the code to be refactored
├── churn_library.py     # ToDo: Define the functions
├── churn_script_logging_and_tests.py # ToDo: Finish tests and logs
├── README.md            # ToDo: Provides project overview, and instructions to use the code
├── data                 # Read this data
│   └── bank_data.csv
├── images               # Store EDA results
│   ├── eda
│   └── results
├── logs				 # Store logs
└── models

Running Files

Running churn_library

python3 churn_library.py

Running test churn_library

python3 churn_script_logging_and_tests.py