Commit 5a695dac authored by Almouhannad Hafez's avatar Almouhannad Hafez

(2) Update README.md

parent a197b329
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***Link: [Unsupervised Learning on Country Data](https://www.kaggle.com/datasets/rohan0301/unsupervised-learning-on-country-data)***
### Objective:
To categorise the countries using socio-economic and health factors that determine the overall development of the country.
### Dataset dictionary
| Column Name | Description |
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## Contents
1. Dataset overview
1. Feature engineering
1. Data preprocessing
1. Dimensionality reduction using:
- Manual approach depending on data analysis
- PCA
1. Clustering using K-Means
1. Clusters modeling
- 3D views
- Boxplots showing data distribution
- Real-world maps
> ***This folder contains a python file `constants.ipynb` containing some fixed values used in other files, refered as `CONSTANTS` class***
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