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Add blog post about PySpark and Polars by Vivek Kovvuru #125

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Jul 12, 2023
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Add blog post about PySpark and Polars by Vivek Kovvuru #125

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1 change: 1 addition & 0 deletions README.md
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Expand Up @@ -144,6 +144,7 @@ To see the latest entries in the list : <a href="https://www.trackawesomelist.co
- [Polars vs Pandas: A Brief Tale of Two DataFrame Libraries](https://dev.to/ranggakd/polars-vs-pandas-a-brief-tale-of-two-dataframe-libraries-lli) - A blog post that compares Polars and Pandas focusing in particular on optional dependencies by [@ranggakd](https://github.com/ranggakd).
- [EDA with Polars: Step-by-Step Guide for Pandas Users (Part 1)](https://towardsdatascience.com/eda-with-polars-step-by-step-guide-for-pandas-users-part-1-b2ec500a1008) - A blog post that describes the main data processing operations with Polars in Python by [@AntonsRuberts](https://github.com/AntonsRuberts). Code used is available in [this notebook](https://github.com/aruberts/tutorials/blob/main/polars/basics.ipynb).
- [EDA with Polars: Step-by-Step Guide to Aggregate and Analytic Functions (Part 2)](https://towardsdatascience.com/eda-with-polars-step-by-step-guide-to-aggregate-and-analytic-functions-part-2-a22d986315aa) - A blog post that shows how to perform with Polars and Python some fairly complex aggregates, rolling statistics and more by [@AntonsRuberts](https://github.com/AntonsRuberts). Code used is available in [this notebook](https://github.com/aruberts/tutorials/blob/main/polars/time_analysis.ipynb).
- [Pyspark or Polars — What should you use?](https://medium.com/data-engineer-things/pyspark-or-polars-what-should-you-use-breakdown-of-similarities-and-differences-b261a825b9d6) - A blog post that explores and breaks down some of the similarities between PySpark and Polars. It provides insights on when to choose one over the other by [Vivek Kovvuru](https://www.linkedin.com/in/vivekkovvuru/).

### Talks and videos

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