R (www.r-project.org) is a free software environment for statistical computing and graphics. First, this workshop introduces basic concepts, syntax, and usage in R programming, statistical analysis, and visualization techniques. We will conduct hands-on tutorials throughout the session, giving attendees a chance to see R in action. This course is a pre-requisite for several other Collaboratory workshops.
This workshop is geared towards researchers who have little or no experience with R who want to get started with importing data into R and visualize it. This workshop will provide resources for data wrangling, visualization and cover principles and best-practices for robust and reproducible data visualization. If you are interested in any particular R/Data Visualization tool, please contact the instructor in advance and effort will be made to cover topics of community interest.
- Introduction to R and R Studio
- Importing data
- Data structures and organization
Course materials can be found here.
Data Wrangling and Visualization
- Data Wrangling and Organization with dplyr
- Guiding Principles in Data Visualization
- Data Visualization in practice with ggplot2 and pheatmap.
Data Visualization and Writing Reports
- More examples with ggplot2
- Using Rmarkdown to create reproducible reports
Dr. Ibraheem Ali is the Sciences Data Librarian based in the UCLA Louise M. Darling Biomedical Library. Ibraheem earned is B.S. in Biology at Fresno State University and his PhD Biomedical Sciences at University of California, San Francisco. His research background is in virology, regulation of gene expression and epigenetics in mammalian systems. In the library, Ibraheem is currently developing tools in R for interactive, reproducible scholarly communication and data analysis. He currently works closely with the UCLA Library Data Science Center and a number of other campus partners to organize and streamline computation support services across UCLA. Outside the lab, Ibraheem enjoys cooking, biking, dancing, collecting music and creating art. Email: firstname.lastname@example.org
Excellent workshop! I attended other R workshops in the past, but this was by far the clearest and most useful. Well done!
This is one of the best instructional seminars I have attended at UCLA – bravo to the instructor!
This course was perfect for my level (never used R before).
I had some familiarity with R, but the use of boolean functions was new very useful to me. This is exactly what I was hoping for, i.e. learn some new ‘R tricks’, thank you for the excellent course and keep up the great work!
Really clear, nicely paced, and provided a really supportive environment in which to ask questions. Would definitely recommend.
Class was very well organized and the instructors were amazing!
Length: 3 days, 3 hrs per day
Seats Available: TBD
Apr. 20, 21, and 22
9:00 AM to 12:00 PM
REGISTRATION IS CLOSED!