Web Reference: As part of our Professional Certificate Program in Data Science, this course covers the basics of data visualization and exploratory data analysis. We will use three motivating examples and ggplot2, a data visualization package for the statistical programming language R. 1 Data visualization 1.1 Introduction “The simple graph has brought more information to the data analyst’s mind than any other device.” — John Tukey R has several systems for making graphs, but ggplot2 is one of the most elegant and most versatile. ggplot2 implements the grammar of graphics, a coherent system for describing and building ... In this Module, you’ll get hands-on practice using visualization to better understand your data and to tell its story effectively — an essential skill for any data scientist.
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