Advanced Linear Algebra Foundations to Frontiers

Free Download Advanced Linear Algebra: Foundations to Frontiers
Robert A. van de Geijn, Margaret E. Myers
English | 2023 | ISBN: 9781716041426 | 643 Pages | True PDF | 13.2 MB

Linear algebra is one of the fundamental tools for computational and data scientists. In Advanced Linear Algebra: Foundations to Frontiers, you will build your knowledge, understanding, and skills in linear algebra, practical algorithms for matrix computations, and the analysis of the effects of floating-point arithmetic as performed by computers.
Deciphering a matrix using the Singular Value Decomposition
Quantifying and qualifying numerical error
Solving linear systems and linear least-squares problems
Computing and employing eigenvalues and eigenvectors