/data-science-cheat-sheets

A collection of Data Science cheat sheets.

MIT LicenseMIT

Data Science cheat sheets

A collection of Data Science cheat sheets.

Table of contents

Data Extraction

SQL

SQL cheat sheet

Source: https://learnsql.com/tags/cheat-sheet/

Python regular expressions cheat sheet

Source: https://www.dataquest.io/blog/regex-cheatsheet/

Data Processing

Polars cheat sheet

Source: FranzDiebold/polars-cheat-sheet

Pandas cheat sheet

Source: https://pandas.pydata.org/Pandas_Cheat_Sheet.pdf

PySpark cheat sheet

Source: https://www.datacamp.com/cheat-sheet/pyspark-cheat-sheet-spark-dataframes-in-python

Computer Vision

OpenCV cheat sheet

Source: https://github.com/a-anjos/python-opencv

Visualization

Plotly Express cheat sheet

Source: FranzDiebold/plotly-express-cheat-sheet

Choosing a good chart

Choosing a good chart

Source: https://www.tapclicks.com/resources/blog/data-visualization-types/

Chart guide

Chart Guide

Source: https://chart.guide/poster/

Modeling

Keras cheat sheet

Source: https://www.datacamp.com/cheat-sheet/keras-cheat-sheet-neural-networks-in-python

Infrastructure

Docker cheat sheet

Sources: