Mathematics
Topological Data Analysis for Understanding the Shape of Data
Quick fact
Topological data analysis can detect a ring-like pattern in a point cloud even when the ring is noisy and barely visible, because it captures the persistence of that loop across scales.
Why this is interesting
You’ve probably seen data as points scattered on a graph. But what if the arrangement of those points—their shape—holds the key to understanding the data?