Video description
In this course, Kara Woo teaches you how to create great looking, insightful data visualizations using the R package ggplot2. Designed for researchers, data journalists, and budding data scientists with basic R knowledge (i.e., how to install packages, read data, perform simple data manipulations), this video covers the principles of data visualization and the specifics of how to use ggplot2 to create and customize a variety of visualizations.
After completing the course you'll have a thorough understanding of ggplot2 and a basic comprehension of visualization allowing you to work with the advanced tools required on complex projects and interactive visualizations.
- Master the principles of data visualization and their use in ggplot2's grammar of graphics
- Review data variable types and the kinds of visualizations that make sense for each data type
- Explore basic plots, trellis plots, scatter plots, and how to view data distributions
- Learn to customize axis scales, color scales, and other aspects of plot appearance
- Discover ways to add complexity to visualizations using color, shapes, and themes
Publisher resources
Table of contents
Product information
- Title: Data Visualization in R With ggplot2
- Author(s):
- Release date: July 2016
- Publisher(s): Infinite Skills
- ISBN: 9781491963654
You might also like
book
Designing Data-Intensive Applications
Data is at the center of many challenges in system design today. Difficult issues need to …
book
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition
Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. …
audiobook
Designing Data-Intensive Applications
Data is at the center of many challenges in system design today. Difficult issues need to …
video
Amazon Web Services (AWS), 3rd Edition
18+ Hours of Video Instruction Get intensive, hands-on AWS training with Chad Smith in this 2 …