| week | Tuesdays | Thursdays | dates |
|---|---|---|---|
| 1 | Intros | Computer & github setup | Jan 16-18 |
| 2 | Deconstruct a paper | Languages & skills | |
| 3 | Module 1: stats | Distributions | |
| 4 | " : probability | Joint distributions | Feb 6-8 |
| 5 | " : cov,cor,reg | Regression | Feb 13-15 |
| 6 | " : matrices | Multiple reg; quiz | Feb 20-22 |
| 7 | Module 2: series | fft decomposition | Feb 27 - Mar 1 |
| 8 | " : orthogonality | Spectra plotting | Mar 6-8 Mapes out? |
| 9 | SPRING | BREAK | March 13-15 |
| 10 | Module 2: cospectra | Fluxes by scale | |
| 11 | " : wavelets | Wavelet lab; quiz | |
| 12 | Module 3: empirical modes | EOF example | |
| 13 | " : multdimensional | SVD example | |
| 14 | " : complex (oscillations) | Lab example | |
| 15 | " machine learning | Example; quiz | |
| 16 | Reading, projects | Final, projects | Apr 27 is last day of classes |