Learn how the Ibis Project simplifies analytics across 10+ backends with one API. A focus on the Ibis Project. It is an engine-agnostic Python API that allows users to access, transform, and write tabular data across 10+ backends, including Postgres, BigQuery, DuckDB, and PySpark — using the same functions, syntax, and concepts, regardless of dialect differences or scale.