thedixitjain 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.
Source: google/skills → skills/cloud/bigquery-ai-ml/SKILL.md