https://github.com/gustavohenriqueschmitz/customer-segmentation

An unsupervised classification model with the objective of discovering and understanding customer profiles.
https://github.com/gustavohenriqueschmitz/customer-segmentation

python tensorflow

Last synced: 2 months ago
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An unsupervised classification model with the objective of discovering and understanding customer profiles.

• Host: GitHub
• URL: https://github.com/gustavohenriqueschmitz/customer-segmentation
• Owner: GustavoHenriqueSchmitz
• License: mit
• Created: 2024-05-19T21:58:35.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2025-03-08T18:01:50.000Z (over 1 year ago)
• Last Synced: 2026-04-30T05:37:18.731Z (2 months ago)
• Topics: python, tensorflow
• Language: Python
• Homepage:
• Size: 43 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Customer Segmentation AI

## About the model

An unsupervised AI model that gets a dataset with customer information, analyzes it to understand the patterns within the data, and creates distinct groups of customers.

## Used technologies

- Python

- TensorFlow

## Project demonstration video

[![Customer Segmentation Demonstration](https://img.youtube.com/vi/oba52qJBnDM/0.jpg)](https://www.youtube.com/watch?v=oba52qJBnDM)

## How to test it?

**1 -** First clone the project:

```

git clone https://github.com/GustavoHenriqueSchmitz/Customer-Segmentation.git

```

**2 -** Install the necessary dependencies:

```

pip install -r requirements.txt

```

After installing the required dependencies, to run the model run:

To use the model run:

```

python main.py

```

## Author

**Gustavo Henrique Schmitz**

**Linkedin:** https://www.linkedin.com/in/gustavo-henrique-schmitz  

**Portfolio:** https://gustavohenriqueschmitz.com  

**Email:** gustavohenriqueschmitz568@gmail.com