Linear Algebra - Foundations to Frontiers (LAFF) - University of Texas at Austin
Course
Online
Description
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Type
Course
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Methodology
Online
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Start date
Different dates available
Learn the mathematics behind linear algebra and link it to matrix software development.
With an apprenticeship you earn while you learn, you gain recognized qualifications, job specific skills and knowledge and this helps you stand out in the job market.With this course you earn while you learn, you gain recognized qualifications, job specific skills and knowledge and this helps you stand out in the job market.
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Start date
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About this course
High School Algebra, Geometry, and Pre-Calculus.
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This centre's achievements
All courses are up to date
The average rating is higher than 3.7
More than 50 reviews in the last 12 months
This centre has featured on Emagister for 8 years
Subjects
- Algebra
- Linear Algebra
- Math
- LAFF
- Foundations to Frontiers
Course programme
EdX keeps courses open for enrollment after they end to allow learners to explore content and continue learning. All features and materials may not be all available. Check back often to see when new course start dates are announced.
Foundations to Frontiers (LAFF) is packed full of challenging, rewarding material that is essential for mathematicians, engineers, scientists, and anyone working with large datasets. Students appreciate our unique approach to teaching linear algebra because:
- It’s visual.
- It connects hand calculations, mathematical abstractions, and computer programming.
- It illustrates the development of mathematical theory.
- It’s applicable.
In this course, you will learn all the standard topics that are taught in typical undergraduate linear algebra courses all over the world, but using our unique method, you'll also get more! LAFF was developed following the syllabus of an introductory linear algebra course at The University of Texas at Austin taught by Professor Robert van de Geijn, an expert on high performance linear algebra libraries. Through short videos, exercises, visualizations, and programming assignments, you will study Vector and Matrix Operations, Linear Transformations, Solving Systems of Equations, Vector Spaces, Linear Least-Squares, and Eigenvalues and Eigenvectors. In addition, you will get a glimpse of cutting edge research on the development of linear algebra libraries, which are used throughout computational science.
- The connection between linear transformations, matrices, and systems of linear equations
- Partitioning methods and special characteristics of triangular, symmetric, diagonal, and invertible matrices
- A variety of algorithms for matrix and vector operations and for solving systems of equations
- Vector spaces, subspaces, and various characterizations of linear independence
- Orthogonality, linear least-squares, projections, bases, and low rank approximations
- Eigenvalues and eigenvectors
- How to create a small library of basic linear algebra functions
Additional information
Linear Algebra - Foundations to Frontiers (LAFF) - University of Texas at Austin