Some materials for Math 530
Colab Notebooks:
Notebook I
(Numpy library: tensors, matrices, matrix multiplication; sympy library: rank via rref; scipy.linalg library: LU decomposition)
Notebook II
(Vector and matrix norms, orthogonality of matrices and vector subspaces, QR decomposition, Linear regression)
Homework:
HW1
HW2
HW3
HW4
HW5
HW6
HW7
Additional Python HW:
Python HW5
Python HW6