Programming Skills & Resources

R Programming

Key Areas

Data Analysis and Visualization
Statistical Computing
Bioconductor Package Development

Recommended Resources

Bioconductor - For genomics data analysis
Seurat - Single-cell analysis in R
Tidyverse - Collection of R packages

Python

Key Areas

Scientific Computing (NumPy, SciPy)
Data Analysis (Pandas)
Machine Learning (Scikit-learn)

Recommended Resources

SciPy - Scientific computing tools
Scikit-learn - Machine learning in Python
Pandas - Data analysis library

Bash Scripting

Key Areas

File System Operations
Text Processing
Pipeline Development

Recommended Resources

GNU Bash Manual
ShellCheck - Script analysis tool