Fuzzy pandas

Using web scraping and fuzzy matching for profit in an MMORPG.

Price bins

Using a clustering technique to segment a set of products into natural groups.

AUC with SQL

Using basic SQL to find the area under the ROC curve.

Positive-unlabeled learning

A subfield of semi-supervised machine learning, where the only labeled data points available are positive.

Backyard trig

Using a bit of scientific computing to solve an inadvertently difficult math problem.