It is possible that you still have to wait minutes (or hours for heavy statistical simulation) for your computation to be done. All the usual tricks ( matrix calculations, *apply functions, compiler, Rcpp) may not bring a sufficient speedup.

While getting working R code is quite straightforward, getting high performance R code may become a headache. I have been pushed to switch to Python but to me RStudio remains an unbeatable state-of-the-art IDE for data analysis and research on the whole. I have been using R for almost ten years now I like R, I love it. What if AWS could save you days without changing your usual workflow? At the end of this course, students will be able to learn what are different data structures in R, how we can create the data structures in R programming language, perform various operations on the data structures like access elements, merge, check weather a particular element is present or not, replace an element etc.Read the original article on Sicara’s blog here.ĭata analysis with RStudio is great, apart from R famous poor performance. The points which are explained in this course are how we can create new project using RStudio Cloud, How we can perform the different operations on the various R data structures with live demo. Each data structure is explained in separate video and operations are performed on each data structure with live demo using RStudio Cloud. Students will get hands on experience of data structures operation in R. This course elaborated how we can create the data structures, the operations that can be performed on these data structures and how we can access the elements of data structures.

R programming data structures using R Cloud course is intended to learn the data structures used in R programming like vectors, List, Array, Matrix, Data frame and Factors. And then students can start with their projects on R cloud. Just students need to type R Cloud in google and login with google mail account. For executing the script online platform R Cloud is used which facilitates the students to execute the script online without any installation. Students need to know about Basics of R Programming like variables, data types and loops. This course is intended for undergraduate Engineering Students.

Rstudio in the cloud