Author name: Matthew Brown

When looking for Polars lazy evaluation explained for beginners, the core concept revolves around delaying execution until the last possible moment. Unlike eager evaluation, which processes data line-by-line immediately, Polars builds a query plan first. This allows the query optimizer to rearrange operations, filter data early, and minimize memory usage before actually crunching the numbers.