Contributors (alph. order):
Baird Langenbrunner
Chris Terai
more to join
- Week 1 (Nov. 26, 2018)
- Install Python via Anaconda/Miniconda
- Introduction to git and GitHub
- Week 2 (Dec. 3, 2018)
- Introduction to Jupyter Notebook
- Python basics (variables, strings)
- Installing libraries via conda/Anaconda
- Week 3 (Jan. 28, 2019)
- More python basics (lists, looping, functions)
- Basics of numpy arrays, matplotlib
- Week 4 (Feb. 4, 2019)
- Spreadsheet data (txt, csv, etc.)
- More advanced xy plotting
- Week 5 (Feb. 13, 2019) WEDNESDAY
- Manipulating NetCDF files with xarray
- Plotting maps using cartopy
- Week 6 (Feb. 20, 2019) WEDNESDAY
- Shape files and data projections
- Week 7 (Feb. 25, 2019)
- Reading in satellite data (HDF, GRIB, GeoTIFF)
- EOF analysis (part 1)
- Week 8 (Mar. 4, 2019)
- EOF analysis (part 2)
MARCH/LATER:
- Fourier analysis, power spectra
- Potentially: bandpass filtering
- Extreme value theory/calculating return periods
- Parallel loops
- Machine learning
- UVCDAT with Python 3
- Visualizing scientific data (smart color maps, best practices)
- Figshare/GitHub/transparent data analysis and publications