1-Data Scientist’s Toolbox

There are textbooks that accompany these courses.
These are:

  • Elements of Data Analytic Style by Jeff Leek
  • R Programming for Data Science by Roger Peng
  • Exploratory Data Analysis with R by Roger Peng
  • Report Writing for Data Science in R by Roger Peng
  • Statistical Inference for Data Science by Brian Caffo
  • Regression Modeling for Data Science in R by Brian Caffo
  • Developing Data Products in R by Brian Caffo
  • The Art of Data Science by Roger Peng
  • How to Be A Modern Scientist by Jeff Leek

Other components of the Data Scientists Toolbox are:

Rstudio
R Markdown
Github
Free Git Book

 

Advertisements