How to Build Portable, In-Database Feature Engineering Pipelines with Ibis Using Lazy Python APIs and DuckDB Execution

Ibis enables building portable, in-database feature engineering pipelines using lazy Python APIs and DuckDB execution. This tutorial demonstrates creating data transformation workflows that mimic Pandas syntax while executing entirely within the database, improving efficiency and security. Learn to connect DuckDB, register data safely, and define complex transformations using window functions and aggregations without raw data extraction.