The early History of the Singular Value Decomposition (1993) [pdf]
Summary
The article provides a historical overview of Singular Value Decomposition (SVD), outlining its mathematical foundations and early computational approaches. It highlights the technique's significance for data analysis, dimensionality reduction, and foundational role in AI/ML workflows.