Customer Segmentation on Booking Data in a Travel Agency

Project Info

  • Developed a Clustering model using Travel Agency Booking Data of Customer.
  • Designed a Data Pipeline that does Data preprocessing, Feature Transformation and Dimensionality reduction.
  • Experimented with different Machine Learning models, the K-Means algorithm performed well by acquiring optimized number of clusters using the Elbow method and Silhouette Coefficient analysis.