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This appendix provides tips for installing RStudio Server for use with Oracle Machine Learning for R on Linux. This appendix includes these topics: About RStudioDescribes RStudio. Install RStudio ServerRStudio Server is a Linux application that provides a web-based interface to R on a server. Install RStudio DesktopRStudio Desktop is an IDE for standalone machines. C.1 About RStudio Describes RStudio. RStudio is a free, open source Integrated Development Environment (IDE) for R. RStudio is available under GNU Affero General Public License (AGPL). You can use RStudio with Oracle Machine Learning for R, however RStudio is not included with OML4R. If you want to use RStudio, you must install and license it separately. C.2 Install RStudio Server RStudio Server is a Linux application that provides a web-based interface to R on a server. To install RStudio Server for use with Oracle Machine Learning for R: Go to the RStudio website and navigate to the RStudio Server Download page. Download the server to your Linux system and follow the installation instructions. Create the file /etc/rstudio/rserver.conf. Add the values of R_HOME and ORACLE_HOME. sudo vi /etc/rstudio/rserver.conf rsession-ld-library-path=R_HOME/lib:ORACLE_HOME/libNote: The default value of R_HOME on Linux is /usr/lib64/R. Create the configuration file /usr/lib64/R/etc/Renviron.site. Supply the values of ORACLE_HOME, ORACLE_HOSTNAME, and ORACLE_SID. For example, using the BASH shell: cd /usr/lib64/R/etcsudo vi Renviron.site ORACLE_HOME=ORACLE_HOME ORACLE_HOSTNAME=ORACLE_HOSTNAME ORACLE_SID=ORACLE_SID Restart the RStudio Server service as sudo or root: sudo rstudio-server restart Refer to the instructions for configuring the server. Return to the RStudio Server Download page, then navigate to the Configuring the Server article in the RStudio documentation. C.3 Install RStudio Desktop RStudio Desktop is an IDE for standalone machines. To install RStudio Desktop: Install R. Go to the RStudio website, navigate to the RStudio Desktop Download page, and download RStudio Desktop. Run the installer and follow the prompts. Click the desktop icon to initialize RStudio.

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G., Daniel-Filho, D. A., de Nooijer, J., & Dolmans, D. H. J. M. (2020). Collaborative learning: Elements encouraging and hindering deep approach to learning and use of elaboration strategies. Medical Teacher, 42(11), 1261–1269. Google Scholar *Piumatti, G., Abbiati, M., Gerbase, M. W., & Baroffio, A. (2021a). Patterns of change in approaches to learning and their impact on academic performance among medical students: Longitudinal analysis. Teaching and Learning in Medicine, 33(2), 173–183. Google Scholar *Piumatti, G., Guttormsen, S., Zurbuchen, B., Abbiati, M., Gerbase, M. W., & Baroffio, A. (2021b). Trajectories of learning approaches during a full medical curriculum: Impact on clinical learning outcomes. BMC MEDICAL EDUCATION, 21(1). G., Norouzi, A., Arabshahi, S. K. S., Sohrabi, Z., Zazoli, A. Z., Saravani, S., & Pourbairamian, G. (2022). Study of medical students’ learning approaches and their association with academic performance and problem-solving styles. Journal of Education and Health Promotion, 11, 252–252. Google Scholar Reed, D. A., Cook, D. A., Beckman, T. J., Levine, R. B., Kern, D. E., & Wright, S. M. (2007). Association between funding and quality of published medical education research. JAMA, 298(9), 1002. Google Scholar *Rehman, R., Ahmed, K., Rehan, R., Hassan, F., & Syed, F. (2016). Learning approaches and performance of medical students. JPMA. The Journal of the Pakistan Medical Association, 66(2), 198–202. Google Scholar *Reid, W. A., Duvall, E., & Evans, P. (2007). Relationship between assessment results and approaches to learning and studying in year two medical students. Medical Education, 41, 754–762. Google Scholar Reid, W. A., Evans, P., & Duvall, E. (2012). Medical students’ approaches to learning over a full degree programme. Medical Education Online, 17(1), 17205. Google Scholar RStudio Team (2020). RStudio: Integrated development for R. RStudio, PBC, Boston, MA Y., Weaver, R., Chang, S., Koch, J., Bhathal, R., Khoo, C., & Wilson, I. (2013). Learning approaches as predictors of academic performance in first year health and science students. Nurse Education Today, 33(7), 729–733. Google Scholar Säljö, R. (1975). Qualitative differences in learning as a function of the learner’s conception of the task. Göteborgs Universitet.Sannathimmappa, M. B., Nambiar, V., & Aravindakshan, R. (2022). Encouraging students’ engagement and. RStudio 2025.02.1. Date released: (one year ago) Download. RStudio 2025.02.0. Date released: (2 years ago) Download. RStudio 2025.09.2. Date released: (2 years ago) Download. RStudio 2025.09.1. Date released: (2 years ago) Download. RStudio 2025.09.0. 2.2 Step 2: Install RStudio. Visit RStudio’s Website Go to RStudio Download. Download RStudio Click Download under the free RStudio Desktop version. Select the

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One of the first steps to learning R is to have it downloaded and installed on your computer. In this post I’ll show you how to do that and how to download and install RStudio—a key tool for using R, and how I do all my work and tutorials.If you want to follow along with a video tutorial, you can click on the image below where you can watch the first lesson in my full course on the Basics of R (for ecologists).For starters, R is a free open-source programming language used for organizing, analyzing, and visualizing data. Its versatility is highlighted by the large number of user-created packages that it comes with, which provide useful functions and guides that anyone can use (e.g., found on CRAN). So R is the programming language itself, and it comes with an environment or console that can read and execute your code. You could code in R without using RStudio, as you can see in the image below. That’s what the plain R console looks like; I just loaded up some data, viewed the first few rows, and renamed the columns.By comparison, RStudio is a more versatile IDE, or Integrated Development Environment. Most people who use R also use RStudio because it provides a clean point-and-click dashboard of tools where you can type your code, view your figures, organize your data, variables, and files, as well as viewing the help window. In comparison to RStudio, the basic R IDE/console is extremely basic and doesn’t provide as many accessible tools as RStudio does.If you are installing R and RStudio for the first time:To download R, go here. Choose the download link that corresponds to your computer. I have a Mac, so I clicked that link.You can download RStudio here, and you want to choose “RStudio Desktop”.The important thing when installing R and RStudio is that you need to install R before you install RStudio. If you do it in the reverse order, you will likely run into errors. All you’ll need to do is open the files you downloaded for R and RStudio, and the installation process should begin on its own.For Mac users, there’s also something called XQuartz, which you might not need for basic coding in R, but which might be helpful down the line for running certain packages. You can download XQuartz here. Similarly, if you just open the downloaded file, XQuartz should install on its own.If you want to update R and RStudio:There are a few ways you can check your version of R and see whether or not it needs to be updated. One way is to run the actual R program. There, you can go to the “R”