Laurens van der Maaten Explains t-SNE Visualization

HN people point to it as the canonical explanation from the method's author whenever t-SNE comes up.

A Google Tech Talk by Laurens van der Maaten, co-creator of t-SNE, on visualizing high-dimensional data by mapping it to two dimensions. It explains how the technique works and how it compares with other visualization approaches.