Date | Topics | Reading | Homework |
---|---|---|---|
1/7 | Mathematics review (1/2) | Secs.1.1 -- 1.3 | |
1/9 | Mathematics review (2/2) | Slides | 1.2, 1.3, 1.4, 1.7, 1.12, 1.15, 1.16 (page 23) |
1/11 | Linear systems and LU (1/2) | Chapter 3 Slides, notes |
Homework 1 |
1/14 | Linear systems and LU (2/2) | Handout | Matlab codes lutx.m, bslashtx0.m |
1/16 | Designing linear systems | Secs.4.1.1, 4.1.2, 4.1.3 | ... |
1/18 | SPD and Cholesky | Sec.4.2.1, notes | Homework 2 |
1/21 | Martin Luther King Jr. Holiday | ... | ... |
1/23 | Analyzing linear systems (1/2) | Sec.4.3 | ... |
1/25 | Analyzing linear systems (2/2) | notes | ... |
1/28 | Column spaces and QR (1/2) | Chap. 5 | ... |
1/30 | Column spaces and QR (2/2) | notes | Homework 3 |
2/1 | Eigenvectors (1/4) | Sec.6.2, Slides, Handout | ... |
2/4 | Eigenvectors (2/4) | Sec.6.2 and Sec.6.3. Slides, Handout |
Extra reading: List item #1 |
2/6 | Eigenvectors (3/4) Review for midterm |
Sec.6.3 | Homework 3 due |
2/8 | Midterm I | ... | Homeworks 1-3 |
2/11 | Eigenvectors (4/4) | Sec.6.4 | Homework 4 |
2/13 | SVD (1/2) | Chap. 7, Handout |
svdpcaeg1.m,
svdpcaeg2.m,
svd4image.m Extra reading: List item #2 |
2/15 | SVD (2/2) | ... | Extra reading: List item #3 |
2/18 | President's Day Holiday | ... | ... |
2/20 | Nonlinear systems 1/2 | Sec. 8.1 | Homework 5 |
2/22 | Nonlinear systems 2/2 | Sec.8.2.1 | zeroseg1.m,
zeroseg2.m,
zeroseg3.m, zeroseg4.m, fzerotx.m, call fzerotx |
2/25 | Unconstrained optimization 1/2 | Secs. 9.1, 9.2, 9.3.1, 9.4.1 | ... |
2/27 | Unconstrained optimization 2/2 | Slides | lsbygd2.m,
data2D.mat Homework 6, due 4pm, Mar.8 |
3/1 | no class, make up at the final week | ... | ... |
3/4 | Interpolation 1/2 | Sec.13.1 Slides |
interpeg1.m,
interpeg2.m,
interpeg3.m polyinterppower.m polyinterp.m, |
3/6 | Interpolation 2/2 | ... | interpeg4.m piecelin.m |
3/8 | Integration and differentiation 1/2 | Chap. 14 Slides |
Homework 6 due quadeg1.m, quadeg2.m quadeg3.m, quadtx.m |
3/11 | Midterm II | ... | Homeworks 4, 5, 6 |
3/13 | Integration and differentiation 2/2 | outline | diffeg1.m, diffeg2.m |
3/15 | Essential ideas of ``deep learning'' (Instruction ends) |
Slides | Additional reading: List item #4 |
3/18 | Office hours 1:30pm - 3:00pm, 47 Kemper Office hours 4:00pm - 5:30pm, 3005 Kemper |
... | ... |
3/19 | Office hours 1:30pm - 3:00pm, 47 Kemper | ... | ... |
3/20 | Office hours 1:30pm - 3:00pm, 3005 Kemper | ... | ... |
3/21 | 3:00pm, Final project report due | ... | Final project assignment mnistdata.mat (13MB), viewdigit.m Related reading material Project report guideline |