I am currently doing a data science course. That's why I'm creating a series of cheat sheets with content that will help me and perhaps others to learn or simply for quick reference.
- Python for Data Science
- numpy
- pandas
- Datframes
- Series
- sklearn
- seaborn
- statsmodels.api
- scipy.stats
- Theory on Statistical Tests
- Theory on Data Quality
Caution
I havn't found a simple way to create HTML where the latex formulas are converted correctly. By simple I mean using a script.
For good result I recommend to use the VS Code plugin "Markdown All in One". Feel free to contribute a better solution for a solution on a scripting basis.
Install the following tools:
- https://wkhtmltopdf.org/downloads.html
- https://github.com/sgaunet/mdtohtml
go install github.com/sgaunet/mdtohtml@latest
To create an HTML version of the markdown file:
scripts/mkhtml
# or if you like to have table of contents
scripts/mkhtml --toc
To create a PDF version of the markdown file:
scripts/mkpdf