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bigquery-ai-ml

Official

Forecast and analyze data with SQL AI.

Data & Analytics#semantic search#sql#forecasting#anomaly detection#bigquery#ai functions#timesfm
Authorgoogle
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps you perform BigQuery AI and Machine Learning tasks like forecasting, anomaly detection, classification, and semantic search using standard SQL, so you can keep your analytics in one query language.

Core Features & Use Cases

  • Time-series forecasting: Use AI.FORECAST (TimesFM) to generate future predictions from historical metrics.
  • Anomaly detection: Use AI.DETECT_ANOMALIES (TimesFM) to flag deviations in time-series data against prior history.
  • Semantic understanding in queries: Use AI.GENERATE, AI.CLASSIFY, AI.SCORE, AI.SIMILARITY, AI.SEARCH, and AI.IF to generate labels, rank relevance, compute similarity, run semantic search, and evaluate natural-language conditions.

Quick Start

Ask your agent to produce a BigQuery SQL query that calls AI.FORECAST for your data, but only after it reads the required reference file in references/bigquery_ai_forecast.md.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

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Please help me install this Skill:
Name: bigquery-ai-ml
Download link: https://github.com/google/adk-python/archive/main.zip#bigquery-ai-ml

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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