bigquery-ai-ml

Original：🇺🇸 English

Translated

Leverages BigQuery's built-in machine learning and GenAI capabilities for advanced data analytics. Use when you need to write SQL queries that perform time-series forecasting, detect outliers, find key drivers, or leverage generative AI capabilities in BigQuery.

6installs

Sourcegoogle/skills

Added on2026-07-04

NPX Install

npx skill4agent add google/skills bigquery-ai-ml

SKILL.md Content

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BigQuery AI & ML

BigQuery integrates with Vertex AI to provide powerful machine learning and generative AI capabilities directly within SQL queries using built-in functions like

AI.FORECAST

AI.KEY_DRIVERS

AI.DETECT_ANOMALIES

, and

AI.GENERATE

Reference Directory

AI Forecast: Leveraging pre-trained TimesFM model for forecasting without custom training.
AI Detect Anomalies: Identify deviations in time series data using pre-trained TimesFM model.
AI Generate: General-purpose text and content generation using Gemini models.
AI Key Drivers: Automatically identify dimensional segments most responsible for driving changes in a metric.

Related Skills

BigQuery Basics Skill: SKILL.md file for core BigQuery concepts, resource management, CLI, and client libraries.