Advanced Linear Algebra: Foundations to Frontiers

Linear algebra is one of the fundamental tools for computational and data scientists. In Advanced Linear Algebra: Foundations to Frontiers (ALAFF), 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

• Undergraduate linear algebra