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almohanad.hafez
DM-Project
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5a695dac
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5a695dac
authored
Jan 22, 2025
by
Almouhannad Hafez
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(2) Update README.md
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2.Clustering/README.md
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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:
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Manual approach depending on data analysis
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PCA
1.
Clustering using K-Means
1.
Clusters modeling
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3D views
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Boxplots showing data distribution
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Real-world maps
> ***This folder contains a python file `constants.ipynb` containing some fixed values used in other files, refered as `CONSTANTS` class***
\ No newline at end of file
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