Data Science with Python! An Introduction to Polars

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Tutorial on using the Polars module within Python. The tutorial reviews basic Polars commands, compares Polars to pandas and .

The notebook can be found in the "Data Science with Python" folder within the below repo.

CONNECT:

|-Video Chapters-|
0:00 - Installing and importing Python modules
1:10 - Background on Polars
2:21 - Downloading the dataset
2:42 - Reading a CSV into a Polars DataFrame
4:06 - Selecting Polars columns
5:33 - Sorting a Polars DataFrame
6:15 - Calculating the average and median of a column
6:56 - Plotting a Polars DataFrame with Plotly
7:32 - Polars API
9:48 - References and additional learning
  1. Adrian Dolinay
  2. Data Science with Python! An Introduction to Polars
  3. polars python
  4. python polars
  5. introduction to polars programming
  6. polars data science
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