Monash EBS Modules
Getting started
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Getting started with R and RStudio This chapter will show you how to install R and RStudio.
20 minutes Beginner
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Importing and Exporting data file In this topic, you will learn how to import data from different sources, including CSV files, excel files, and files hosted online. You will also learn how to export the data from R 10 minutes Beginner
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Project structure In this topic, you will learn about the project structure and how to manage your project in R properly. 20 minutes Beginner
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R programming basics In this topic you will learn the basic operations of this popular open source language. You will also learn to perform simple algebraic operations on vectors and matrices. You will also learn about data frames, conditional statements, loops, and functions … 20 minutes Beginner
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RStudio basics In this chapter, you will learn how to use R and how to use it with RStudio. 20 minutes Beginner
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Troubleshooting and asking for help 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. 1 hour Advanced
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Tidy data analysis
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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. 30 minutes Beginner
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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,… 40 minutes Intermediate
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Document writing
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Monash Quarto templates A collection of monash templates for your assignments, projects, papers, and more. 30 minutes Beginner
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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. 30 minutes Beginner
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