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General |
MATH 420 , Spring 2024: Notes and Summary
| Lecture | Date | What was covered | Lecture Notes and other info |
| 1 | Jan. 25 | Introduction: Linear Regression (1) | Fit1, Fit2 |
| 2 | Jan.30 | Linear Regression (2) | Fit3 |
| 3 | Feb.1 | PCA (1) | PCA_ICA, assignment 1 due |
| 4 | Feb.6 | PCA (2) | PCA_ICA |
| 5 | Feb.8 | Agent based Simulations of ODEs | Agents based Simulation, assignment 2 due |
| 6 | Feb.13 | SI models | SI, assignment 3 due |
| 7 | Feb.15 | SIR models | SIR |
| 8 | Feb.20 | Calibration of SIR (1) | Calib SIR (1), team assignment 4 due |
| 9 | Feb.22 | Calibration of SIR (2) | Calib SIR (2) |
| 10 | Feb.27 | SEIR Models | SEIR, team assignment 5 due (first set of teams) |
| 11 | Feb.29 | SEIR (2) , Optimizations | Optimizations, assignment 5 due (second set of teams) |
| 12 | Mar. 5 | Review of population models | Review |
| 13 | Mar. 7 | Project 1 | Project One Presentations |
| 14 | Mar.12 | Project 1 | Project One Presentations |
| 15 | Mar.14 | Project 1 | Project One Presentations |
| - | March 17-24 | Spring Break | |
| 16 | Mar.26 | Graphs: Adjacency and Laplacian; Erdos-Reny Random Graphs | Graphs , movie |
| 17 | Mar.28 | Random Graphs | ER and SBM , Phase Transitions in ER Model (supplemental) |
| 18 | Apr.2 | ONLINE: Geometric Graphs Embeddings | ONLINE: Full data , Partial data |
| 19 | Apr. 4 | Cheegar Constant and Spectral Gap | Spectral Theory |
| 20 | Apr. 9 | Alignment Problems | Registration , assignment 5 due |
| 21 | Apr.11 | Community Detection | Graph Partitions |
| 22 | Apr.16 | Visualizations and Rigid Transformations | Motions , assignment 6 due |
| 23 | Apr.18 | Embeddings | Laplacian Eigenmaps |
| 24 | Apr.23 | ONLINE: Embeddings | ONLINE: Isomap , assignment 7 due |
| 25 | Apr.25 | ONLINE: Geometric and Random Graph Theory Recap | ONLINE: Review |
| 26 | Apr.30 | Project Two Presentations | |
| 27 | May. 2 | Project Two Presentations | |
| 28 | May. 7 | Project Two Presentations | |
| 29 | May. 9 | Project Two Presentations |
