Duke University :: Department of Statistical Science Computing Bootcamp 2021

This repository contains the computing bootcamp materials for incoming Ph.D. and M.S. students to the Department of Statistical Science at Duke University. These materials are adapted from those developed by Shawn Santo, Mine Çetinkaya-Rundel and Colin Rundel.

Content

Section	Topic	Video	Slides
Introduction	Welcome	:clapper:	:desktop_computer:
	Duke Computing resources	:clapper:	:desktop_computer:
	OIT help	:clapper:	:desktop_computer:
	Department Computing resources	:clapper:	:desktop_computer:
	Department IT help	:clapper:	:desktop_computer:
git & GitHub	GitHub account	:clapper:	:desktop_computer:
	RStudio Workbench	:clapper:	:desktop_computer:
	Alternatives	:clapper:	:desktop_computer:
	Version control background	:clapper:	:desktop_computer:
	git config	:clapper:	:desktop_computer:
	GitHub and SSH	:clapper:	:desktop_computer:
	git / GitHub example	:clapper:	:desktop_computer:
	Best practices	:clapper:	:desktop_computer:
RMarkdown	Reproducibility examples	:clapper:	:desktop_computer:
	Reproducible workflows	:clapper:	:desktop_computer:
	Toolkits	:clapper:	:desktop_computer:
	Markdown	:clapper:	:desktop_computer:
	RMarkdown	:clapper:	:desktop_computer:
	Rmarkdown demo	:clapper:	:desktop_computer:
	Rmarkdown + git / GitHub	:clapper:	:desktop_computer:
	Demo wrap up	:clapper:	:desktop_computer:
Jupyter	Python intro	:clapper:	:desktop_computer:
	Launching Jupyter Lab	:clapper:	:desktop_computer:
	Jupyter demo	:clapper:	:desktop_computer:
	Jupyter + git / GitHub	:clapper:	:desktop_computer:
	Wrap up	:clapper:	:desktop_computer: