Udemy – Learn ggplot2 in R for Data Visualization 2023-10

Published on: 2024-11-26 01:14:27

Categories: 24

Descriptions

Learn ggplot2 in R for Data Visualization, In this course, I’m going to teach you how to use the ggplot2 package of R to draw amazing charts that are able to communicate what your data has to say in the most polished, professional way. My name is Clara and I am a Complex Systems researcher and Data Visualization professor at the University. Currently, ggplot2 is the best, most powerful tool for building professional graphics. First, because this is a package available in R, which is one of the most used programming languages for Data Science and related fields. So, it is very convenient to be able to produce graphics in the same environment where you already do all of your calculations. Second, because it is the most flexible tool to build graphs. So, even if you don’t use R for your analyses, it is worth it to use ggplot2 to draw your plots, because there’s no other tool that will give you the results that you can achieve using ggplot2. Right now, the top agencies for Data Visualization are using ggplot2 to present their data. But still, ggplot2 is a tool that not everybody knows how to use, because of its long learning curve. Because of this, some people turn to other tools, like for example, Microsoft Excel, a tool that is not genuinely made for Data Visualization purposes.

What you’ll learn

Use ggplot2 starting from the grounds up. No more confusion with ggplot!
Create publication-ready plots in seconds
Learn how to import data into ggplot correctly
Customize the appearance of your plot using the theme system
Create your own custom plots: e.g. lollipop plots, dumbbell plots
Learn the basics of R that you need to start plotting
Learn how to do statistical transformations on your data before plotting
Understand of the grammar of graphics, the theory behind ggplot2
Learn why ggplot2 is the current best option for Data Visualization
Learn the structure of a plot in ggplot and its components
Learn how to use the different ggplot geometries
Learn how to use the different position adjustments in ggplot
Learn how to use scales properly: color, position, date and other

Who this course is for

Any person who wants to learn how to use ggplot2 from a grounded perspective
Data Scientists interested in learning the current cutting-edge tool for Data Visualization
Scientists/researchers that need to present complex data beautifully
Data Analysts that need to plot and communicate data at some point
Data Journalists that want to learn how to plot data
UI/UX designers that want to learn how to use ggplot for showing data

Specificatoin of Learn ggplot2 in R for Data Visualization

Publisher : Udemy
Teacher : Clara Granell, PhD
Language : English
Level : All Levels
Number of Course : 90
Duration : 10 hours and 35 minutes

Content of Learn ggplot2 in R for Data Visualization

Learn ggplot2 in R for Data Visualization

Requirements

No previous experience with ggplot2 is required
No previous experience with R is required, a crash course on R is offered at the beginning
Basic knowledge of using any programming language