
Step-by-step guide on how to install R and RStudio on a Windows machine.
Details for masOS and Linux are provided.
Python is a powerful language used in data science. In this lecture, we'll guide you step-by-step through downloading and installing it on your computer.
RStudio is a user-friendly program that makes working with R much easier. We'll show you how to download and install it. We also cover Python and Reticulate and how to connect Python to RStudio!
Explore the Global Options of RStudio to check the installation of R and other modules.
Customize the interface: do not stare at a white and black screen.
Explore RStudio IDE panes, keep the console on the right, and use the view pane layout to customize windows while reopening background jobs and supporting markdown or CBP panes.
Navigate the script pane in RStudio, write an R script, and run lines with enter or run. Printouts and source reveal results, while saving and console indicators track edits.
Master the R studio packages pane to install and activate packages, manage dependencies, switch repositories, and track updates via GitHub pages and version histories.
Load and manage R libraries from a dedicated user library, then use the help pane and question marks to explore functions, their arguments, and examples for quick debugging and discovery.
Install two packages to create basic 2d and interactive plots, then generate plots in the plots pane and explore the viewer pane with zoom, export, and interactivity.
As of of 2024, R is rocking it with these cool numbers:
RStudio has an active user base of 3.5 million.
Posit cloud has a 65,000 userbase.
Over the year, an impressive 2 billion packages were downloaded.
New 2024 -- Using Python with RStudio has never been easier! New lectures added!
RStudio (Posit) is the best IDE there is for R Programmers and Data Professionals.
It was initially created for R users and currently supports Python, SQL, C++, D3, and other programming languages.
It also facilitates the creation of R packages, Shiny Applications, Markdown documents, Quarto Documents, books, blogs, websites, Quarto Presentations (new!), APIs.
RStudio is what made R great and now millions of data scientists use R on daily basis.
I have taught R & RStudio to over 1,000 people and always emphasized the importance of understanding all the features of the RStudio API.
Having a friendly and ergonomic interface is very important.
Understanding the complete functionalities of Rstudio will give you an edge as some of them will save you hours, and others will improve your overall user experience.
This course will explain to you how to
download and install R and set up your RStudio IDE
configure the global options
understand the panes (console, scripts, environment, files, plots, packages, viewer, help)
launch projects and navigate through projects
understand the working directory, file, and folder structure
create your first R script in RStudio
connect to git and use the git pane
clone repository from GitHub
customize your code and add tweaks
install Python and run py scripts (live!)
Once you complete this course you will set up your R and RStudio correctly and once and for all.