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// AI news · 2026-11-06 · Google Cloud

Pandas Adds BigQuery Accessor for Zero-Shot Predictions

Google Cloud introduces a .bigquery accessor in BigFrames enabling zero-shot ML predictions directly within Pandas.

Published 2026-11-06 16:00 (Beijing time)Source Google CloudAuto-summarised, fact-checked against source

01Summary

Users can invoke BigQuery's AI functions like predict, embed, similarity, and forecast without leaving the pandas environment. Operations are translated into standard SQL and executed on Google Cloud infrastructure, with results returned as native pandas DataFrames. This streamlines machine learning workflows by eliminating local model training and complex data preprocessing.

Summarised from the original article by an open-source model, then checked automatically: every number and English name must appear in the source. The original article is authoritative.

02Key points

03Source

Zero-shot predictions in Pandas using the new BigQuery Accessor

Google Cloud · published 2026-11-06 16:00 Beijing time

05Related news

From AIMap AI news: collected from 1,100+ official and media sources. Summaries only restate the original article; follow the link for the full story. All stories of 2026-11-06 · Archive by date · All AI news · Today

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