noor-osama/countryClustering

countryClustering

Table of Contents

• Project Pipeline
• Technologies Used
• Models Used

Project Pipeline

• Data Invastigation
• Data visualization
• Data Preprocessing ( dealing with outliers - data scaling )
• PCA
• Clutering Techniques
• Calculate Silhouette Score

Technologies Used

• Python
• sklearn
• matplotlib and seaborn
• pandas
• tabulate

model

List the clustering techniques uesd :

• KMEANS
• DBSCAN
• Agglomerative Clustering
• Gaussian Mixture