In this course, you'll learn to perform exploratory data analysis in R.

By the end of this course, you will have the skills you need in R to convert structured data to charts and plots for analysis. This course covers:

Creating standard data summaries, Extracting a subset of a dataset, Splitting a dataset, Creating random data partitions, Generating standard plots, such as histograms, boxplots, and scatterplots, Generating multiple plots on a grid, Creating plots with the lattice package, Creating charts that facilitate comparisons, Creating charts that help to visualize possible causality


Prior programming experience is not required! However, you may get more out of this course if you've already learned the basics of R and have taken Acquiring and Preparing Data in R.

Provided By

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Course Components

Reading Activities to provide background knowledge and key concepts crucial to the course
Virtual Labs to gain hands on experience and apply what you learned

Certificate of Completion

Certificate Of Completion

Complete this entire course to earn a Exploratory Data Analysis in R Certificate of Completion