https://github.com/aelmah/data-mining
Data Mining Projects
https://github.com/aelmah/data-mining
agglomerative-clustering apriori-algorithm association-rule-mining elbow-method k-means-clustering rfm-analysis silhouette-score
Last synced: about 1 month ago
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Data Mining Projects
- Host: GitHub
- URL: https://github.com/aelmah/data-mining
- Owner: aelmah
- License: mit
- Created: 2025-02-22T21:25:51.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2025-04-18T22:12:12.000Z (about 1 year ago)
- Last Synced: 2025-04-19T09:10:21.150Z (about 1 year ago)
- Topics: agglomerative-clustering, apriori-algorithm, association-rule-mining, elbow-method, k-means-clustering, rfm-analysis, silhouette-score
- Language: Jupyter Notebook
- Homepage:
- Size: 24.7 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Data Mining Final Project
This repository contains a project submitted as the final assignment for the **Data Mining** module. The projects focus on key data mining techniques applied to real-world datasets.
## Project Overview
### Grocery Market Transactions Analysis
- **Objective:** Analyze transaction data to uncover hidden patterns and relationships between purchased items.
- **Techniques Used:**
- Apriori Algorithm
- Association Rules Mining
- **Key Outcomes:** Identified frequently co-purchased items and generated rules to optimize product placement and marketing strategies.
- **Paper:** This project includes a research article detailing the methodology, findings, and implications of the analysis.
- **Notebook:** Contains the full implementation with explained code.
## Usage
1. Clone the repository:
```bash
git clone https://github.com/aelmah/Data-Mining.git
```
2. Navigate to the project folder and explore the Jupyter Notebooks for detailed implementation.
## Acknowledgments
Special thanks to my supervisor [RIAD SOLH Anouar](https://www.researchgate.net/scientific-contributions/Anouar-Riad-Solh-2071198081).
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For any questions or suggestions, feel free to reach out!!