Course description
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.
Upcoming start dates
1 start date available
Suitability - Who should attend?
Prerequisites
Undergraduate linear algebra
Outcome / Qualification etc.
What you'll learn
- 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
Training Course Content
- Part 1: Orthogonalization
- Part 2: Solving Linear Systems
- Part 3: Eigenvalues and Eigenvectors
Course delivery details
This course is offered through The University of Texas at Austin, a partner institute of EdX.
8-12 hours per week
Expenses
- Verified Track -$99
- Audit Track - Free
Ads