- introduction to Unix and Linux
- Shell scripting
- Version Control with Git
- LaTeX
- Python basics
- Python I/O
- Python programs
- Control statements
- Debugging
- R basics
- Vectorization
- Debugging
- Sweave and knitr
- Data wrangling
- Data visualization
- qplot and ggplot
- Scipy
- Plotting with matplotlib
- Profiling
- Networks
- Regular expressions
- Build workflows
pickle numpy scipy pandas networkx matplotlib
lattice reshape2 dplyr tidyr ggplot2 maps knitr
To Be Continued...