data-science-cheat-sheets
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A collection of Data Science cheat sheets.
Data Science cheat sheets
A collection of Data Science cheat sheets.
Table of contents
-
Data Extraction
- SQL
- Python Regular expressions
-
Data Processing
- Polars
- Pandas
- PySpark
-
Computer Vision
- OpenCV
-
Visualization
- Plotly Express
- Choosing a good chart
- Chart guide
-
Modeling
- Keras
-
Infrastructure
- Docker
Data Extraction
SQL
Source: https://learnsql.com/tags/cheat-sheet/
Python Regular expressions
Source: https://www.dataquest.io/blog/regex-cheatsheet/
Data Processing
Polars
Source: FranzDiebold/polars-cheat-sheet
Pandas
Source: https://pandas.pydata.org/Pandas_Cheat_Sheet.pdf
PySpark
Source: https://www.datacamp.com/cheat-sheet/pyspark-cheat-sheet-spark-dataframes-in-python
Computer Vision
OpenCV
Source: https://github.com/a-anjos/python-opencv
Visualization
Plotly Express
Source: FranzDiebold/plotly-express-cheat-sheet
Choosing a good chart
Source: https://www.tapclicks.com/resources/blog/data-visualization-types/
Chart guide
Source: https://chart.guide/poster/
Modeling
Keras
Source: https://www.datacamp.com/cheat-sheet/keras-cheat-sheet-neural-networks-in-python
Infrastructure
Docker
Sources: