# The Early History of the Singular Value Decomposition (1993)

This paper traces the development of the singular value decomposition (SVD) from its origins in the 19th century through to its modern formulation. It covers contributions by mathematicians such as Beltrami, Jordan, and Sylvester. Understanding this history helps contextualize a key tool used in data science, signal processing, and machine learning.

**Importance:** 2/5

## Sources

### Technology
- [Hacker News](https://www.math.ucdavis.edu/~saito/courses/229A/stewart-svd.pdf) — Sat, 11 Jul 2026 15:26:12 +0000