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4 changes: 2 additions & 2 deletions python_101/Intro.md
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Expand Up @@ -91,5 +91,5 @@ Grades have been added to help break your journey into helpful sections. Each se

In this section we will cover library-specific topics that are widely used in data roles. These are optional extensions — go as deep as you like.

* [**Pandas**](/python_101/Grade%209%20(Extras)/Pandas): Tabular data manipulation with DataFrames.
* [**Polars**](/python_101/Grade%209%20(Extras)/Polars): A fast, modern alternative to Pandas.
* [**Pandas**](/python_101/Grade%209-extras/Pandas/01%20Pandas.md: Tabular data manipulation with DataFrames.
* [**Polars**](/python_101/Grade%209-extras/Polars/01%20Polars.md): A fast, modern alternative to Pandas.