Clustering with K-Means References

Lesson references

For supplemental reading material on this topic, check out the following resources:

• scikit-learn documentation on K-Means
• Naftali Harris interactive applet to explore clustering
• Silhouette Score Explanation
• scikit-learn’s user guide compares many different types of clustering
• Here’s a fun example of clustering: A Statistical Analysis of the Work of Bob Ross
• Video on assessing the quality of a clustering from PyData