Computer Science

Programming Languages

Python

R

bash

Julia

Data Science

Pandas / NumPy / SciPy

Postgres / SQLite

scikit-learn / Keras / TensorFlow

Plotly

Streamlit / Flask

Office Suites & Notebook Interfaces

Markdown / RMarkdown

Jupyter

Open office / Microsoft office

OSes

Windows

Linux OS (Debian / ubuntu / fedora )

Miscellaneous

git (github / gitlab)

Docker

Jenkins

Statistics

Descriptive statistics

Data Visualization

Inferential statistics

Statistical hypothesis testing

Analyses of variance (parametric & non parametric)

Linear models (general & generalized)

Fixed effect, random effect, and mixed effect model