Monash EBS Modules

Getting started

1. Installing R and RStudio Install R and RStudio on Windows, macOS, or Linux. Ready 20 minutes Beginner
2. RStudio basics Learn how to use RStudio and install R packages. Draft 15 minutes Beginner
3. R basics Start writing R code with basic functions and mathematical operations. Learn code syntax, chain functions together with the pipe (|>), and understand the different types of data that can exist together in a dataset. Draft 20 minutes Beginner
4. Projects and paths Establish good practices for organising and accessing project files. Essential for when you share your work with others. Ready 20 minutes Beginner
5. Strategies for troubleshooting in R With coding comes bugs and errors that need troubleshooting. In this chapter, you will learn how to decipher errors, find help for fixing them, and practice asking clear questions with minimally reproducible examples. WIP 1 hour Advanced

Tidy data analysis

Data wrangling with R In this chapter, you will learn to use tidyr and dplyr from the tidyverse in R for tidying your data set and data maniplulation. WIP 30 minutes Beginner
Linear regression with R Welcome to the LearR Academy module on Linear Regression! This module is designed to introduce you to the concepts and techniques of linear regression, an widely used tool in the field of statistics, data science, and machine learning. Through this module,… WIP 40 minutes Intermediate

Document writing

Monash Quarto templates A collection of monash templates for your assignments, projects, papers, and more. WIP 30 minutes Beginner
Quarto Basics With Quarto, creating documents and reports becomes a breeze. In this chapter, you will learn how to set up Quarto, explore its key features, and start creating your own quarto documents with ease. WIP 30 minutes Beginner