week | topics | materials | |
planned | done | ||
1 |
Introduction to linear algebra - Vectors |
p01 | |
2 |
Systems of linear equations - Solving systems of linear equations - Gaussian elimination |
p02 | |
3 |
Systems of linear equations - Gaussian elimination - Spanning sets and linear independence |
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4 |
Matrices - Matrix operations - Inverse matrices |
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5 |
Matrices - Inverse matrices - (LU factorization) |
p03 | |
6 |
Matrices - Subspaces, dimensions, and rank - Linear transformations |
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7 | Midterm exam | ||
8 |
Eigenvalues and eigenvectors - Determinants |
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9 |
Eigenvalues and eigenvectors - Determinants - Similarity and diagonalization |
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10 |
Eigenvalues and eigenvectors - Similarity and diagonalization |
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11 |
Orthogonality - QR factorization |
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12 | Make-up week | ||
13 |
Distance and approximation - Least square approximation |
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14 |
Distance and approximation - Least square approximation |
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15 | Advanced linear algebra | ||
16 | Final exam | ||