This seminar introduces the basic concepts of data analysis and statistical computing using the R software suite. This course is tailored to doctoral and postdoctoral researchers in the psychological and biomedical sciences. We will introduce basic statistical concepts and provide hands-on training in RStudio. Topics include: (1) Data Management, (2) Descriptive Statistics, (3) General Linear Model, (4) Multivariate analytical techniques (e.g. PCA), (5) Vizualization, and (6) Programming in R.