seniorLinear Algebra
What is least squares solution in linear algebra?
Updated May 16, 2026
Short answer
Least squares finds best approximate solution when exact solution doesn't exist.
Deep explanation
When Ax=b has no exact solution, least squares minimizes ||Ax - b||² by projecting b onto column space of A. It is widely used in regression.
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