Data Visualizations with ggplot2 in R

Beginner

41 Lessons

10h

Certificate of Completion

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

1 Assessment

283 Playgrounds

6 Quizzes

This course includes

1 Assessment

283 Playgrounds

6 Quizzes

Course Overview

Data visualization in R using ggplot2 is an essential skill for data professionals and enthusiasts to efficiently discover and convey insights from datasets. Mastering ggplot2 allows you to uncover hidden patterns and trends in data, boosting decision-making and storytelling for a wide range of audiences. In this comprehensive course, you’ll begin by learning data visualization principles and the grammar of graphics. Progressing to ggplot2’s core functionalities, you’ll create scatter plots, bar charts, l...Show More

What You'll Learn

An understanding of data visualization principles and applying them effectively

Working knowledge of ggplot2 in R and its diverse features

The ability to apply grammar of graphics, including aesthetics and annotations for complex, layered visualizations

A mastery of ggplot2 components for impactful charts

Hands-on experience creating data visualizations using ggplot2 extension packages

Hands-on experience developing visualizations in ggplot2, including faceted, interactive plots, and maps

What You'll Learn

An understanding of data visualization principles and applying them effectively

Course Content

Welcome to the Course

Course Overview

Who Should Take the Course?

Introduction to Data Visualization Quiz on Basics of Data Visualization

Introduction to ggplot2

Getting Started with the ggplot2 Package

Grammar of Graphics in R Elements of Grammar of Graphics Aesthetics in the ggplot2 Package Aesthetics and Annotation in ggplot2 Quiz on Grammar of Graphics

Drawing Basic Plots Using ggplot2

Scatter Plot Line Chart Bar Chart Histogram and Density Plot Pie and Donut Charts Quiz on Basic Plots Using ggplot2

Advanced Plots

Boxplot Violin Plot Ridgeline Plot Heatmaps Correlation Matrix Time Series Plots More Charts with ggplot2 Quiz on Advanced Plots using ggplot2

Plot Customization

Built-In Themes in ggplot2 Additional Themes in ggplot2 Adding Titles and Subtitles to Plots with ggplot2 Customizing Fonts and Colors with ggplot2 Customizing Lines with ggplot2 Customizing Legends and Margins with ggplot2 Quiz on Plot Customization in ggplot2

Creating Panel of Plots

5 Lessons

Building Interactive Plots

2 Lessons

Summing Up

1 Lesson

Appendix

2 Lessons

Final Assessment

Assessment

Course Author

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