Unsupervised Learning

Project: Identify customers segments

Install

This project requires Python 3.x and the following Python libraries installed:

• NumPy
• Pandas
• matplotlib
• scikit-learn

You will also need to have software installed to run and execute an iPython Notebook

Code

Solution is provided in the Identify_Customer_Segments.ipynb notebook file.

Data

The actual data was removed due to terms and conditions of AZ Direct GmbH which prohibits of using data in any other content rather than Udacity course.

Results

Within the project both general population (Germany) and customers population were compared. Segments were identified that could be target for future marketing campaigns or to be considered outside of company interests. Typical portrait of a customer for different segments was described.