This short course is a quick review of linear algebra, intended for students who have already taken a previous course in linear algebra or have some experience with vectors and matrices. The goal of ...

The material won't stick unless you've studied the subject from the perspective of, e.g., Gilbert Strang's book (which approaches linear algebra from a more applied point-of-view and is also a great ...

Linear algebra algorithms can help you solve problems that involve manipulating multidimensional data, finding patterns, reducing noise, and extracting features. For example, you can use matrix ...

This course gives a thorough introduction to linear algebra with emphasis on vector spaces, linear maps, spectral theory, orthogonality and applications of this theory. MATLAB is used for ...

Readers can build up their understanding of linear algebra by solving exercises and practice problems using the computer algebra system SymPy to speed up tedious matrix arithmetic tasks, as ...

This course gives a thorough introduction to linear algebra with emphasis on vector spaces, linear maps, spectral theory, orthogonality and applications of this theory. MATLAB is used for ...

Numerical linear algebra is a branch of mathematics that focuses on solving systems of linear equations, matrix operations, and related problems using numerical methods. With the increasing ...

Linear transformations. Linear operators, change of basis, inner product and the diagonalization problem. Quadratic forms. Convex sets and geometric programming, input/output models for an economy, ...

Sketching as a Tool for Numerical Linear Algebra considers least squares as well as robust regression problems, low rank approximation, and graph sparsification. It also discusses a number of variants ...

Mathematical proofs are generally short and straightforward; quantum circuits and gates are used to illuminate linear algebra; and the discussion of complexity is anchored in computational problems ...

One more patch (or hardcoded hack, rather) later the ‘Hello World’ example in Fortran was up and running, clearing the way to build the BLAS (Basic Linear Algebra Subprograms) and LAPACK ...