Classes

Online R classes

• swirl: “swirl teaches you R programming and data science interactively, at your own pace, and right in the R console”

• The R programming class on Coursera, taught by Roger Peng, Jeff Leek and Brian Caffo

• The Data Science Toolbox class on Coursera, taught by the instructors above.

• Code School’s free try R class

• DataCamp’s free Introduction to R class

Online Bioconductor/Genomics classes

• Bioconductor for Genomic Data Science by Kasper Daniel Hansen, Coursera class with online material

• Statistics for Genomic Data Science by Jeff Leek, Coursera class with online material

Resources

Online R resources

• Quick-R: quick online reference for data input, basic statistics and plots

• R Cookbook by Winston Chang

• R referecence card (PDF) by Tom Short (more can be found under Short Documents and Reference Cards)

• Advanced R by Hadley Wickham: “for R users who want to improve their programming skills and understanding of the language”

Online Bioconductor resources

• Bioconductor reference card

• R & Bioconductor manuals by Thomas Girke

Books

R books

• Software for Data Analysis: Programming with R by John M. Chambers (Springer)

• S Programming by Brian D. Ripley and William N. Venables (Springer)

• Programming with Data: A Guide to the S Language by John M. Chambers (Springer)

Bioconductor books

• A list of the Bioconductor books

Statistics books

• Mathematical Statistics and Data Analysis by John A. Rice