Polars for Data Workloads: Fast DataFrames, Lazy Queries, and ETL Pipelines
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"Polars for Data Workloads: Fast DataFrames, Lazy Queries, and ETL Pipelines"
Polars has changed what “fast” and “production-ready” can mean for Python data work, but speed only pays off when you understand the execution model behind it. This book is written for experienced data engineers, analytics engineers, and performance-minded Python users who need DataFrame workflows that scale cleanly from local development to repeatable, inspectable production pipelines—without falling back to britt...























