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'BIOF 076: Visualization with R'

Creating publication quality figures and interactive web apps with the R programming language

Introduction

Creating compelling visualizations is an important aspect of biomedical research. The R programming language provides many libraries for creating beautiful figures and interactive web apps. As R is an open source project, it facilitates open science and reproducible research. R has been heavily used by bioinformaticians and data scientists for years, and has become increasingly easy to use. This course is designed to allow researchers to quickly dive into R and make visualizations for their own work. No previous experience in R is required.

After this course you will be able to:

  • Load and prepare data for plotting
  • Generate common scientific plots like Bar graphs, scatter plots, and heat maps using multiple plotting libraries
  • Use git, GitHub and binder to share plots
  • Use visualizations to explore new data
  • Combine multiple plots to create publication quality figures
  • Design interactive web apps with R-Shiny
  • Integrate plots from R into posters and papers
  • Complete a final project with your own data

Format

The workshop is structured as a series of interactive lessons, with a lecture and exercises components. Our engagement during this workshop will take several forms:

  • Class materials: All materials, including lecture slides and excercises will be availble on canvas, and the course Github repository
  • All lessons will be held live over Zoom
  • Communications: There will be a slack group created for the class.

Software and Materials

We will have a session to install all software before the course. Some of the main software we will be using:

  • Software
    • R language base system - the core interpreter for the R language that runs the code we will write
    • Rstudio - an integrated devleopment environment(IDE) that makes it signficantly easier to write code
    • GitHub - students will sign up for GitHub, an online repository for code.
    • GDAL - software for using maps in R
  • Materials
    • A computer, ideally with administrative access
    • Multiple screens(2 monitors, computer + tablet/phone etc)

Schedule

Office Hours

Office hours will be held at the end of each day from 3-4PM.

FAQ

Q. Do I need any Prior Experience in R A. No, This class requires NO expreience in R. We will cover everything you need to know within the course.

Q. I don't have administrative access to my computer, how will I be able to install the necessary software? A. While it's best to work on your own machine, a standalone cloud based environment will be available for people to use. This environment can launched by clicking the badge at the top of this document

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