Recently I was searching for good ressources explaining the k-means clustering algorithm. I found the following video from Google Research on YouTube. It explains the K-Means clustering algorithm quite well.
- The Difference between Segmentation and Clustering (zyxo.wordpress.com)
- Clustergram: visualization and diagnostics for cluster analysis (R code) (r-statistics.com)
- Clustering large datasets (metalev.org)