Project 3: Unsupervised Learning and Clustering

Project 3: Unsupervised Learning and Clustering#

This project focuses on teaching clustering techniques to segment customers based on purchasing behaviour.

Skills to gain:

  • Unsupervised learning

  • clustering (K-Means, DBSCAN, hierarchical)

  • cluster evaluation using silhouette score

  • determining optimal clusters with elbow method.

Dataset: To be released

Notebook: To be released