BigQuery DataFrames (also known as BigFrames) provides a Pythonic DataFrame and machine learning (ML) API powered by the BigQuery engine. It provides modules for many use cases, including: ...

An end-to-end ETL pipeline that unifies marketing data from Google Analytics 4, social media platforms, and CRM systems into a BigQuery data warehouse, exposed via a FastAPI REST API for analytics and ...