KMeans-Clustering-Assignment

Overview

This repository contains an assignment on KMeans clustering. A dataset from Kaggle has been used to demonstrate clustering analysis.

Dataset

• Source: Kaggle
• File: data/your_dataset.csv
• Description: [Brief description of dataset]

Steps Performed

1. Data Preprocessing
2. Exploratory Data Analysis (EDA)
3. Applying KMeans Clustering
4. Visualizing Clusters
5. Analysis and Conclusions

Requirements

• Python 3.x
• Libraries:
  • pandas
  • numpy
  • matplotlib
  • seaborn
  • scikit-learn

Install libraries using:

pip install -r requirements.txt