April 28: Efficient Code in R (Duncan Temple Lang)
It is relatively easy to write R code quickly, but harder to write quick R code. We'll discuss some general strategies for writing faster R code and then explore R tools for finding bottlenecks in code and how to make these faster. We'll use one or two in-depth case studies to see the process and reasoning you would use on code. We'll also look at alternative approaches to making code faster by integrating other languages, e.g., the shell, SQL and databases, and C and C++. The intent is to show that these are quite accessible.
Prerequisites: This is an intermediate/advanced workshop and attendees are expected to have a working knowledge of R.