Fundamental Skills
3
Tidyverse
Statistical Computing and Communication
Welcome
1
Guiding principles
Fundamental Skills
2
R programming
3
Tidyverse
4
Linux basics
5
Version control
Project organization
6
Directories
7
Real data
R programming
8
Best practices
9
Writing R scripts
10
Writing R packages
High-performance computing
11
High-performance computing basics
12
Numerical simulations
Communication
13
Figures
14
Reports
15
Manuscripts
Appendices
A
Local setup
B
HPC setup
3
Tidyverse
See Chapters 1-20 of
R for Data Science
.
2
R programming
4
Linux basics