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Training Course Details

Advanced Graphics with R

Advanced Graphics with R

Course Level: Intermediate

This is a one-day intensive course on advanced graphics with R. The standard plotting commands in R are known as the base graphics, but are starting to show their age. In this course, we cover more advanced graphics packages - in particular, {ggplot2}. The {ggplot2} package can create advanced and informative graphics.

Advanced Graphics with R

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Course Details

  • Course Outline
  • Learning Outcomes
  • Materials
  • Prior Knowledge

Course Outline

  • Introduction to the different graphics packages
  • Introduction to the fantastic {ggplot2} package
  • Groups, geoms, stats and layers within {ggplot2}
  • Scales, axes and legends
  • Facets, colour themes and general themes

Learning Outcomes

By the end of the day participants will…

  • have a thorough understanding of how different graphics packages in R work, in particular {ggplot2}
  • be able to efficiently plot their own data in eye catching ways within seconds, including:
    • barplots
    • histograms
    • heatmaps
    • scatter plots
    • density plots
    • many more
  • be able to customise their graphs with colour schemes, themes, fonts and grid layouts.

Materials

  • Example course material for 'Advanced Graphics with R
  • Example course material for 'Advanced Graphics with R
  • Example course material for 'Advanced Graphics with R
  • Example course material for 'Advanced Graphics with R
  • Example course material for 'Advanced Graphics with R

Prior Knowledge

A basic knowledge of R is assumed for this course. In particular, attendees should be familiar with the topics covered in the introduction to R course. This course will be a mixture of lectures and computer practicals. The goal is to enable participants to apply the techniques covered to their own data. This course is suitable for all fields of work. Previous attendees include biologists, statisticians, accountants, engineers & students, i.e., anyone who uses a spreadsheet!

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