01056  n a2200193   4500001000600000003000600006005001700012008004300029020001800072040003100090100003300121245009300154336002600247337002800273338002700301505044500328650002500773650006400798u7458SIRSI20251112200007.0|a250901s2020    sz a    r     001|0 eng d  a9783030403461  aclrauohbengcclrauoherda  aAggarwal, Charu C.,eauthor.10aLinear algebra and optimization for machine learning :bA textbook /cCharu C. Aggarwal.  atextbtxt2rdacontent  aunmediatedbn2rdamedia  avolumebnc2rdacarrier  aLinear algebra an optimization: An introduction -- Linear transformations and linear systems -- Eigenvectors and Diagonalizable matrices -- Optimization basics: A machine learning view -- Advanced optimization solutions -- Constrained optimization and duality -- Singular value decomposition -- Matrix factorization -- The linear algebra of similarity -- The linear algebra of graphs -- Optimization in computational graphs -- Bibliography.  aÁlgebras lineales.  aÁlgebras linealesxOptimización matemática.2localuoh