Learn ggplot2 in R for Data Visualization torrent

Learn ggplot2 in R for Data Visualization

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 87 lectures (10h 30m) | Size: 3.36 GB
Data Viz is essential for data analysis and data science, so become an expert in ggplot from scratch!
What you'll learn:
How to use ggplot2 from scratch
How to produce publication-ready plots in seconds
Gain an understanding of the grammar of graphics, the theory behind ggplot2
Learn the basics of R that you need to start plotting
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 import data into ggplot correctly
Learn how to do statistical transformations on your data before plotting
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 customize the appearance of your plot using the theme 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 draw your own custom plots: e.g. lollipop plots, dumbbell plots
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)

Requirements
No previous experience with ggplot2 is required
No previous experience with R is required, a crash course on R is offered at the beginning
Basic knowledge of using any programming language

Description
Hi, my name is Clara and I am a Complex Systems researcher and Data Visualization professor at the University.

In this course, I'm going to teach you how to use the ggplot2 package of R to draw amazing charts that are able to communicate what your data has to say in the most polished, professional way.

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