Week 10
Clustering Analysis in Python

Recommended

• Andrew Ng's K-means Clustering Lecture
• Using DBSCAN to identify neighborhoods
• Discriminatory ads on Facebook
• NY Times exposé on the dangers of location data

References

• scikit-learn
  • Documentation
  • Clustering home page
  • K-Means
  • DBSCAN
• Clustering comparison chart
• Gapminder Data
• Airbnb
  • Tom Slee
  • Inside Airbnb
  • How Airbnb's Data Hid the Facts in New York City