01079 n a2200205 4500 u7458 SIRSI 20251112200007.0 |a250901s2020 sz a r 001|0 eng d 9783030403461 clrauoh eng clrauoh rda Aggarwal, Charu C., author. Linear algebra and optimization for machine learning : A textbook / Charu C. Aggarwal. text txt rdacontent unmediated n rdamedia volume nc rdacarrier Linear 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. Álgebras lineales. Álgebras lineales Optimización matemática. localuoh 6474 6474 2026-03-12 00:00:00 35672005165 512.5 A266l 2020 35672005165 1 2025-10-14 BOOK 0 0 0 COL_GRAL 0 BCENTRAL BCENTRAL 2025-09-01 2026-03-12 00:00:00 35672005166 1 512.5 A266l 2020 35672005166 2025-12-02 2 2025-10-14 BOOK 0 0 0 COL_GRAL 0 BCENTRAL BCENTRAL 2025-09-01