resources.md

Books on electronic reserve (required)

https://reserves.calstate.edu/mosslanding/course/611792370002913

• Emery, W. J. and R. E. Thomson, Data Analysis Methods in Physical Oceanography, 2nd ed., 2013, Elsevier, Amsterdam, ISBN: 978-0-444-50756-3, http://www.sciencedirect.com/science/book/9780444507563 (available for free download through MLML library)

• Glover, D. M., W. J. Jenkins, and S. C. Doney, Modeling Methods for Marine Science, 2011, Cambridge University Press, Cambridge, UK. ISBN: 9780521867832 https://mlml-primo.hosted.exlibrisgroup.com/permalink/f/ejj43j/01CALS_ALMA71579419580002901 (available for free download through MLML library)

Statistics Books - online (required)

• Poldrack, R. A. Statistical Thinking for the 21st Century http://statsthinking21.org/

Python Books - online (supplemental)

• Severance, C., Python For Everybody, 2016 https://www.py4e.com/book.php

• Green Tea Press - Free books by Allen B. Downey (Includes Think Python, which formed the basis for Python for Everybody listed above) https://greenteapress.com/wp/

Websites (supplemental)

Learning to code

• Why learning to code is so damn hard

Jupyter Notebooks

• Interactive notebooks: sharing the code (Nature)

• Reproducible Data Analysis in Jupyter

• Become a lord of the cells and speed up your Jupyter workflow

• Jupyter notebook tips, tricks and shortcuts

• Advanced Jupyter notebook tricks

Signal processing and time series analysis

• Understanding the FFT alogorithm (Python tutorial))

• Numerical tours in Python