Keynote on polars
Polars is the "relatively" new fast dataframe implementation that redefines what DataFrames are able to do on a single machine, both in regard to performance and dataset size.
In this talk, we will dive into polars and see what makes them so efficient. It will touch on technologies like Arrow, Rust, parallelism, data structures, query optimization and more.
Polars is the "relatively" new fast dataframe implementation that redefines what DataFrames are able to do on a single machine, both in regard to performance and dataset size.
In this talk, we will dive into polars and see what makes them so efficient. It will touch on technologies like Arrow, Rust, parallelism, data structures, query optimization and more.
Come to this keynote to learn more about the DataFrame world.
Ritchie Vink is the author of the Polars DataFrame library and query engine.
He has been working as a software engineer and machine learning engineer for 8 years.
Before he started polars, he did many side projects on varying topics in computer science and statistics.