Resource list compiled in Fall 2021, Professional Skills Development, OCE-4930, OCC-5930

GIS resources

For FSU Students: how to obtain an FSU student ArcGIS license

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MATLAB resources

For FSU students, a virtual computer lab to access MATLAB and other software from anywhere

FSU Student access to MATLAB

Mathworks "on-ramp" to MATLAB syntax

Mathworks tutorials for MATLAB

Princeton Research Computing resoruces for learning MATLAB

Analytics Vidhya resources for learning MATLAB

Resources for mapping packages in MATLAB

Guide to making figures in MATLAB

A guide to data visualization in MATLAB

Mathematical modeling with MATLAB

Using loops in MATLAB

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Python resources

How to install packages in Python

W3 schools Python resource

W3 schools Numpy resources

W3 schools Pandas resources

W3 schools Scipy resources

W3 schools Matplotlib resources

Matplotlib resources

Unidata's documentation for the netcdf4 package

Tutorials for Numpy with example problems and solutions

Website for learning ocean and marine science applications of Python

Python resourcs for importing and plotting NetCDF files

Color maps for commonly used oceanographic variables

Processing CTD data using Python

Introduction to Python

Python for data analysis

Has 88 very simple modules (loops, math, conditionals, lists, etc.) to work through in Python. Includes what input and output should look like so you can check yourself.

GeostatsGuyLectures on YouTube

GeostatsGuy Jupyter Notebooks

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R resources

Modern Dive, a Guide to Getting Started in R

An Intro Guide to using R

An introduction to statistical learning with applications in R, second edition, Garreth James et al.

R for Data Science

Cheatsheet for data wrangling in R

Oceanhack - a community that promotes data science and oceanography

Data analysis with R, a course taught as part of the curriculum of the Master program MARSYS-MARine EcoSYStem and Fishery Sciences at the Institute of Marine Ecosystem and Fishery Science (IMF), University of Hamburg, Germany

Databased and data packages in R relevant for marine data

R graph gallery

Scatter plots in R

dplyr for the grammar of the tidyverse

Guide to use of colors in base R

Comprehensive R Archive Network (CRAN), including how to download and create packages

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