Bigquery AI Ml

**Trigger**: Use when working with Google Cloud Bigquery Ai Ml — setup, configuration, and best practices.

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Trigger: Use when working with Google Cloud Bigquery Ai Ml — setup, configuration, and best practices.

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.

LoopyLuci/Skills/tree/main/skills/bigquery-ai-ml commit 13278bbe33

Frequently asked questions

npx skillmds@latest add loopyluci/bigquery-ai-ml