Merge pull request #291 from ddotta:ddotta/issue289

Add blog post by @sm823zw

README.md

@@ -211,6 +211,7 @@ To see the latest entries in the list : <a href="https://www.trackawesomelist.co
 - [Pandas vs. Polars — Time to Switch?](https://towardsdatascience.com/pandas-vs-polars-time-to-switch-932d62e7e829) - A blog post that compares Polars to Pandas in a series of 4 benchmarks performed on a csv file with 11 million rows by [@daradecic](https://github.com/daradecic).
 - [How to JOIN datasets in Polars … compared to Pandas](https://www.confessionsofadataguy.com/how-to-join-datasets-in-polars-compared-to-pandas/) - A blog post compares dataframe joins in Polars vs Pandas by [@danielbeach](https://github.com/danielbeach).
 - [DuckDB vs Polars - Which One Is Faster?](https://medium.com/@yukithejapanese/duckdb-vs-polars-which-one-is-faster-61e73a7680e0) - An unofficial benchmark on DuckDB and Polars by [@StuffbyYuki](https://github.com/StuffbyYuki).
+- [Pandas vs Polars? Bid Adieu to Pandas and Switch To Polars!](https://towardsai.net/p/machine-learning/pandas-vs-polars-bid-adieu-to-pandas-and-switch-to-polars?amp=1) - An article that compares Polars to Pandas with a dataset of 1.2 GB. Code used is available on Github [here](https://github.com/sm823zw/pandas-vs-polars).
 
 ### Talks and videos