bigquery-ai-ml
v1.0.0SkillLeverages 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.
bigquery-ai-mlBigQuery 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
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AI Forecast: Leveraging pre-trained TimesFM model for forecasting without custom training.
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AI Detect Anomalies: Identify deviations in time series data using pre-trained TimesFM model.
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AI Generate: General-purpose text and content generation using Gemini models.
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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.