Pandas vs Polars? Bid Adieu to Pandas and Switch To Polars!

Speed up your data processing pipelines using Polars!

Dealing with tabular data? Pandas is the first Python library you’ll come across when dealing with tabular data preprocessing. It’s one of the most popular libraries used in Data Science. Pandas is the go-to framework for working with small or medium-sized CSV files. However, as the size of the dataset keeps increasing, Pandas’ performance starts deteriorating. The main disadvantage of Pandas is that it uses only a single thread (hence, only one …

ai data science machine learning pandas tabular data