How to Visualize Data with R
Learn how to use the R programming language and RStudio to visualize real weather data
Updated on Jul, 2024
Language - English
Lectures -15
Duration -1 hours
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Course Description
To successfully complete this project, we recommend that you have some background in HTML and JavaScript.
Welcome to How to Visualize Data with R. In this course, You’ll learn how to use the R programming language and RStudio to visualize data. Elisabeth will take you through building a visualization using data downloaded from the US National Weather Service. You’ll learn how to use R to read data from a CSV file, inspect and understand data and data frames, and use the plot() and ggplot() functions to create data visualizations. Along the way, you’ll learn from the ground up how to use R and RStudio, including how to create and run an R script, basic R data types and values, how to create a scatter plot graph, how linear regression works, and how to install and use an R package.
At the end of the course, you’ll have completed a data visualization of the weather data and have some new skills you can apply to your own data too.
The code bundle for this course is available at https://github.com/PacktPublishing/How-to-Visualize-Data-with-R
Goals
- Build data visualization using R programming language and RStudio
- Use R to read data from a CSV file, inspect and understand data frames
- Use the plot() and ggplot() functions to create data visualizations
- Learn how to use R and RStudio
- Create and run an R script and learn basic R data types and values
- Create a scatter plot graph and learn how linear regression works
Prerequisites
- You don’t need to be an expert by any means, but you should have experience building web pages and you should have basic programming skills with JavaScript. No experience with RStudio is required.
Curriculum
Check out the detailed breakdown of what’s inside the course
Get Set Up
5 Lectures
-
Introduction
03:45
03:45
-
Welcome to the Course
03:25
03:25
-
Get Set Up with R and RStudio
03:49
03:49
-
Get the Data
05:16
05:16
-
Inspect the Data
02:17
02:17
Write the Code
7 Lectures
Install and Use an R Package
2 Lectures
Wrap Up
1 Lectures
Instructor Details
Packt Publishing
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