Home

This Wiki will serve as a useful resource for tools associated with class lectures and labs. Keep checking as it is updated.

Required tools for the course

R (version 3.4.3)
Jupyter Notebooks
A Github Account

Useful support tools

RStudio: A better interactive environment than the R console
GitKraken: A GUI interface for Github.
Jupyter Themes: Spruce up your notebook style. Pure aesthetics.
Latex Math Symbols Cheatsheet

Useful tutorials

Learn R in R using swirl: Learn how to use R using a package in R. Many tutorials available with topics ranging from introductory programming to statistical inference.
How to use a command line
Video tutorial for how to integrate R with Jupyter
Jupyter And R Markdown: Notebooks With R
Interacting with the Open Science Framework in R Video tutorial for Github
Markdown text cheatsheet
Linear algebra review
Calculus cheatsheet
Advice for visualizing 2-way interactions
How to Teach Programming (and Other Things)

Useful online books

Fundamentals of Data Visualization

Advice

On how to learn hard things