Course

Published

(Updated )

Tampere University

Matrix Analysis

From

5 cr

Face-to-faceOnline
Intermediate studies
Core content
  • Basics of linear algebra for complex vectors and matrices
  • LU-decomposition and Gaussian elimination
  • Linear algebra in n-dimensional spaces. Basis. Orthogonalisation, orthonormal basis. Change of basis.
  • Projector matrices.
  • Eigenvalues and eigenvectors and spectral decomposition of a matrix
  • Jordan canonical form
  • Singular value decomposition, matrix norm, pseudoinverse
  • Random vectors and matrices
  • Linear model (estimation and testing)
Complementary knowledge
  • Use of Matlab
Specialist knowledge
  • Applications

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Contains

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Additional information:

Fields

Engineering and technology

Scope

5 cr

Code

MATH.APP.410

Organiser

Tampere University

Tampere University

Contact details

avoin.tau@tuni.fi