Learn ggplot2 in R for Data Visualization
Data Visualization is essential for data analysis and data science, so become an expert in ggplot from scratch!
4.74 (791 reviews)
4 619
students
10.5 hours
content
Oct 2023
last update
$84.99
regular price
What you will 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
Learn how to use scales in manual and identity mode
Learn the different coordinate systems and how to apply them
Learn how to draw small multiples in ggplot using the faceting system
Learn how to draw basic plots, like scatter plots, line plots, or bar charts
Learn how to display distributions: e.g. histograms, density plots, boxplots, violin plots
Learn how to draw maps: from background maps to annotated choropleth maps
Learn how to make highlighted faceted charts
Learn how to make any plot look professional
(Don't tell anyone, but you'll also learn how to draw pie charts)
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Our Verdict
This 10.5-hour ggplot2 course focusing on R for data visualization boasts an impressive 4.74 global rating and has already been subscribed to by over 4600 learners. The course stands out with its thorough exploration of the grammar of graphics concept, enabling students to create any plot they can imagine. While manual cheatsheet creation and time investment in understanding some complex concepts are required, you'll be on your way to mastering ggplot2 within R for professional-grade data visualization projects.
What We Liked
- Comprehensive coverage of ggplot2 fundamentals, taking learners from basics to advanced plot creation
- Detailed explanation of the 'grammar of graphics' concept, enabling students to create any plot they imagine
- Incorporates best practices for data visualization and provides examples of professional-looking plots
- Content is kept up-to-date with regular updates, ensuring alignment with the latest ggplot2 features and improvements
Potential Drawbacks
- Lack of course notes requires manual cheatsheet creation which can be time-consuming for some learners
- Relatively high complexity in some sections due to the introduction of several packages that aren't fully explored
- Certain concepts might require additional external research and practice to gain full mastery
Related Topics
4095378
udemy ID
02/06/2021
course created date
13/07/2021
course indexed date
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