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XDASI 2021
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Syllabus
Week 1
Week 2
Week 3
Week 4
Week 5
Week 6
Week 7
Week 8
Week 9
Week 10
Week 11
Week 12
Week 13
Week 14
Week 15
R Resources
R / RStudio Basics
Installing R and RStudio
Interfacing with R
Session Management
Communicating with R
R Markdown
R Programming
Coding Style
Data Structures
Importing / Exporting Data
Intermediate R
Tidyverse Basics
What is tidy data?
Data manipulation with dplyr
Data Visualization
Base R Graphics
ggplot2 Pt. I, grammar of graphics
ggplot2 Pt. II, functions and resources
Working with Color
Best Practices
Coding Style
Tidy Data
Data Analytic Style
Additional Resources
Syllabus
Reading assignments, class notes, and exercises will be posted here on a weekly basis.