Numerical Linear Algebra in OZON Masters, Fall 2020

Date	Lectures	Practice sessions	Home assignments
08.09.2020	General info about the course. Floating point numbers. Vector norms	Seminar 1
15.09.2020	Matrix norms and unitary matrices. Matrix rank and low-rank approximation. SVD.	Seminar 2
22.09.2020	Linear systems	Seminar 3	HW1 (Deadline: October, 20, 02:00)
29.09.2020	Matrix multiplication. QR factorization	Seminar 4
06.10.2020	Eigenvalues and eigenvectors. Schur decomposition and how we compute it	Seminar 5
13.10.2020	SVD and how we compute it	Seminar 6
20.10.2020	Sparse matrices and direct methods for large sparse linear systems. Spectral partitioning and Fiedler vector	Seminar 7
27.10.2020	Introduction to iterative methods for linear systems	Seminar 8
03.11.2020	Great iterative methods	Seminar 9
10.11.2020	Iterative methods and preconditioners	Seminar 10	HW2 (Deadline: December, 7, 02:00)
17.11.2020	Iterative methods for partial eigenvalue problem	Seminar 11
24.11.2020	Structured matrices, convolutions, FFT, Toeplitz matrices	Seminar 12
01.12.2020	Matrix functions and matrix equations	Seminar 13
08.12.2020	Tensor decompositions	Seminar 14