文件列表:

Mall_Customer_Segmentation.ipynb
Mall_Customers.csv
mall-customer-segmentation.pdf

# Mall-Customer-Segmentation What We Covered in this Implementation: Load 'Mall_Customers.csv' dataset Exploratory Data Analysis (EDA) Feature Selection Hierarchical Clustering Dendrogram for Hierarchical Clustering Model Training Visualizing Clusters Evaluation Metrics (Optional) Plotting in 3D using Plotly Silhouette Score We got : 55.29% "Access the live 3D Plotly visualization via this Colab link: https://bit.ly/3vRMWp4 Our plot visualizes how customers are grouped based on these attributes after clustering. By using Agglomerative Clustering on our mall_customer information, we grouped them based on how much they earn, spend, and their age. So, This customer segmentation helps us discover better ways to sell products/services and grow our business.

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