recodehive / machine-learning-repos

A curated list of awesome machine learning frameworks, libraries and software (by language). I
https://machine-learning-repos.vercel.app/
MIT License
102 stars 194 forks source link

💡[Feature]: K-means clustering to group customers based on their purchase history #490

Closed Amishachoudhary22 closed 1 month ago

Amishachoudhary22 commented 2 months ago

Is there an existing issue for this?

Feature Description

Create a K-means clustering algorithm to group customers of a retail store based on their purchase history.

Use Case

A retail store wants to understand their customer base better to develop targeted marketing campaigns and improve customer satisfaction. They have a dataset containing customer purchase history, including information like:

Customer ID Transaction date Amount spent Items purchased (optional) By applying K-means clustering to this data, the store can segment customers into groups with similar buying behaviors. This helps them create targeted marketing campaigns for each segment.

Benefits

No response

Add ScreenShots

No response

Priority

High

Record

github-actions[bot] commented 2 months ago

Thank you for creating this issue! 🎉 We'll look into it as soon as possible. In the meantime, please make sure to provide all the necessary details and context. If you have any questions reach out to LinkedIn. Your contributions are highly appreciated! 😊

Note: This repo is for beginners to learn and start with Opensource we won't accept more than 10 issues from a single person, This restriction applies to Gssoc project which has a similar kind of adding folder files, Points will be reduced when we find Spam.

I Maintain the repo issue twice a day, or ideally 1 day, If your issue goes stale for more than one day you can tag and comment on this same issue.

You can also check our CONTRIBUTING.md for guidelines on contributing to this project.

honey7733 commented 2 months ago

I would like to work on this project. Please assign it to me.

github-actions[bot] commented 1 month ago

Hello @Amishachoudhary22! Your issue #490 has been closed. Thank you for your contribution!