Title: Advanced Linear Algebra: Foundations to Frontiers
Location: US
Company: The University of Texas at Austin
About this course:
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
Learn advanced linear algebra for computing.
Duration: 16 weeks
Skills:
- Algebra
- Algorithms
- Arithmetic
- Floating Point Algorithm
- Linear Algebra
Curriculum:
- 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
Show interest and get access to the course
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