Icon Legend:
Type:
course
video
exo
open book
book
article
git repo
website
level:
begin intermediate advanced
Programming in R
| First steps in R Institut Pasteur & USR 3756 – A very basic tutorial to start R |
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| Hands-On Programming with R G Grolemund – A practical guide to start programming with R |
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| Introduction to Programming with R R Stauffer et al. – Basics R, writing, coding & manipulating data |
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| Intro to Programming for Analytics J Helveston – Basics in R, include an introduction to Python |
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| R introduction J Mathys VIB – A simple tutorial to start with R, only |
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| How to R – A youtube channel incuding short videos on basics R, data manipulation and visualization |
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| Advanced R H Wickham – |
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| Efficient R programming C Gillespie R Lovelace – Increase the amount of work you can do with R in a given amount of time |
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| Avoid for loops R programming DDS – Learn how to make your code faster |
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| Tutorials Our Coding Club – Basic coding and statistics tutorials in R |
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| Coding etiquette G Daskalova – Writing clear, informative and easy to use code |
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Data science in R
| Statistics and Data Science with R M Marin – A complete course to start statistics with R. 5 series: getting started, descriptive statistics, probability distribution, bivariate analysis, linear regression with R |
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| Introduction to Data Science R A Irizarry – A complete guide including R basics, data wrangling, data visualisation, statistics and machine learning |
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| R Programming for Data Science R D Peng – Start with R, load and manipulate your data |
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| Learning statistics with R D Navarro – A tutorial for beginners to start statistics and simple tests with R |
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| Applied Quantitative Methods D McGlinn – A more advanced course introducing R programming, version control, SQL, GIS, spatial statistics, multivariate statistics |
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Packages
| R Packages H Wickham, J Bryan |
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Others
| R studio cheatsheets – Very useful synthetic sheets to find the function you need |
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| Rstudio youtube channel |
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| R Reference Card – Quick access & definition to simple R functions |
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| R-Uni – A list of R tutorials and resources in university webpages |
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