Links to useful resources for class

Other courses & books about statistics and data analysis
- My past courses: ~~http://mpo624-2016.wikispaces.com/~~ Out of Business
- Libby Barnes course at CSU http://barnes.atmos.colostate.edu/COURSES/AT655_S17/lecture_slides.html
- Excellent free Matlab-based course .ppt's http://www.ldeo.columbia.edu/users/menke/edawm/eda_lectures/

RSMAS/MPO's own general computer topics talks https://github.com/milancurcic/lunch-bytes

Software basics
- Github
  - Guides at https ://guides.github.com/
  - Deeper “training" https ://services.github.com/on-demand/
  - game-like https://learngitbranching.js.org/
- Software Carpentry lessons https://software-carpentry.org/lessons/
- Python
  - Unidata Python workshop https ://unidata.github.io/unidata-python-workshop/
  - http://pyintro.org/tutorial.html

Jupyter notebooks of interest
- Intro to Python, numpy, scipy, matplotlib https://github.com/jrjohansson/scientific-python-lectures
- Unidata gallery https://unidata.github.io/notebook-gallery/
- Atmosphere-ocean
  - U Washington atmos notebooks http://atmos.spyndle.net/cgi-bin/notebooks.cgi
  - geosciences https://github.com/koldunovn/python_for_geosciences
  - oceanography https://github.com/ocefpaf
  - metocean https://github.com/nicolasfauchereau/metocean
- Leo Sequira's notebooks
  - Exploring netCDF files with Python https://gist.github.com/leosiqueira/0234c12e0194fe0a9b7b#file-python_lunchbytes_rsmas-ipynb
  - Distributions, correlations https://gist.github.com/leosiqueira/053299d183b1360e6a63#file-lecture-siqueira-python-class2-ipynb
  - Multivariate correlations, corr-caveats https://gist.github.com/leosiqueira/451401f295fabf8470dc#file-lecture_siqueira_class3-ipynb
- General galleries:
- Python in data science:
  - Berkeley data science course http://inferentialthinking.com
  - Labz ’N Da Wild at Harvard (Signals/systems, probability, time series, filtering) http://es201-nb.harvard.edu