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CEA CAPA Partner Institution: Vrije Universiteit Amsterdam
Location: Amsterdam, Netherlands
Primary Subject Area: Mathematics
Instruction in: English
Course Code: X_400638
Transcript Source: Partner Institution
Course Details: Level 100
Recommended Semester Credits: 3
Contact Hours: 84
DESCRIPTION
The following subjects will be covered in this course: - solving systems of linear equations; - linear (in)dependence; - matrix operations; - determinants; - vector spaces and subspaces; - basis and dimension of vector spaces; - rank of a matrix, the rank theorem; - coordinate systems and changes of basis; - eigenvalues and eigenvectors; - diagonalisation of matrices; - LU and QR factorisations of a matrix; - inner product, length, orthogonality; - orthogonal projections, method of least squares; - symmetric matrices and their orthogonal diagonalisation; - quadratic forms; - singular value decomposition of a matrix
Contact hours listed under a course description may vary due to the combination of lecture-based and independent work required for each course therefore, CEA's recommended credits are based on the ECTS credits assigned by VU Amsterdam. 1 ECTS equals 28 contact hours assigned by VU Amsterdam.
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