Clustering for Segmentation — Roadmap Step & Resources
Grouping similar customers or items without predefined labels
- Level: advanced
- Estimated time: 1 days
- Roadmap: Data Science
Before this step
Mini projects
- Cluster customers into segments using k-means and profile each segment's behavior
Study resources
- StatQuest: K-means clustering (Video) — StatQuest's widely-loved explanation of k-means, commonly used for customer segmentation.
- K-Means (Article) — The official scikit-learn documentation for k-means clustering.
Part of
- Introduction to Machine Learning for Data Scientists — section
- Data Science roadmap — the full learning path