401-0131-00L Linear Algebra
Semester | Autumn Semester 2017 |
Lecturers | Ö. Imamoglu, O. Sorkine Hornung |
Periodicity | yearly recurring course |
Language of instruction | German |
Abstract | Introduction to linear algebra (vector spaces, linear transformations, matrices) , matrix decompositions (LU, QR, eigenvalue, and singular value decomposition). |
Objective | Die Lernziele sind: - die fundamentalen Konzepte der linearen Algebra gut zu verstehen - Anwendungen der linearen Algebra in der Informatik kennenzulernen |
Content | Linear Algebra: Linear systems of equations, vectors and matrices, norms and scalar products, LU decomposition, vector spaces and linear transformations, least squares problems, QR decomposition, determinants, eigenvalues and eigenvectors, singular value decomposition, applications. |
Lecture notes | Lecture notes "Linear Algebra" (Gutknecht) in German, with English expressions for all technical terms. |
Prerequisites / Notice | The relevant high school material is reviewed briefly at the beginning. |