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Programming Resources
: R
A guide to articles and getting started resources for UCSF researchers and staff interested in learning R, Python, SQL, Unix and more!
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R Courses at UCSF
UCSF Library: A Slower Introduction to R
This workshop series is intended to be a relatively slow-paced introduction to R, and does not assume any prior exposure to R or computer programming.
Biostat 213: Programming for Health Data Science in R
A course from the Department of Epidemiology and Biostatistics.
Biostat 214: Programming for Health Data Science in R II
A course from the Department of Epidemiology and Biostatistics.
UCSF Library: R for Data Science Series
This Tidyverse-based workshop series provides training on using R for data manipulation, data analysis, and data visualization.
UCSF Library: Introduction to ggplot2 with R
This workshop provides training on using ggplot2 to create data visualizations.
UCSF Library: Power and Sample Size Calculations with R
This workshop provides hands-on training on using R to calculate power and sample size.
R Guides/Articles
Swirl
An interactive introduction to R that runs from R itself.
Population Health Data Science with R
A free online book on R, by Tomás Aragón (currently the director of the California Department of Public Health and the State Public Health Officer).
Teacup Giraffes: Introduction to R
An interactive web-based introduction to R.
R for Data Science (R4DS)
A popular Tidyverse-based introduction to R.
Excel vs. R: A Brief Introduction to R, by Jesse Sadler
A Tidyverse-based introduction to R.
Workshops from Crystal Lewis
Workshops on data cleaning in R.
R Books at UCSF
Practical Data Science with R
by
Nina Zumel; John Mount
ISBN: 9781617295874
Publication Date: 2019-12-07
The Book of R
by
Tilman M. Davies
ISBN: 1593276516
Publication Date: 2016-07-16
Data Analysis with R - Second Edition
by
Tony Fischetti
ISBN: 9781788393720
Publication Date: 2018-03-28
Introduction to Statistics and Data Analysis
by
Christian Heumann; Michael Schomaker; Shalabh
ISBN: 3319461605
Publication Date: 2017-03-22
R for Data Science
by
Hadley Wickham; Garrett Grolemund
ISBN: 1491910348
Publication Date: 2016-12-12
Data Wrangling with R
by
Bradley Boehmke
ISBN: 3319455982
Publication Date: 2016-11-23
Using R and RStudio for Data Management, Statistical Analysis, and Graphics
by
Nicholas J. Horton; Ken Kleinman
ISBN: 0429161565
Publication Date: 2015-03-10
Graphical Data Analysis with R
by
Antony Unwin
ISBN: 9781315362298
Publication Date: 2018-09-03
Using R at the Bench
by
Martina Bremer; Rebecca W. Doerge
ISBN: 1621821129
Publication Date: 2015-10-16
Primer to Analysis of Genomic Data Using R
by
Cedric Gondro
ISBN: 3319144758
Publication Date: 2015-05-18
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