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AI & Machine Learning · Intermediate

BigQuery ML (BQML)

A Google Cloud feature that lets users create and run ML models in BigQuery using SQL.

Definition

BigQuery ML trains models such as linear and logistic regression, boosted trees, k-means and ARIMA_PLUS in SQL, and can call Gemini and remote Vertex AI models through ML functions, bringing ML to the data.

Example

CREATE MODEL mydataset.churn OPTIONS(model_type='logistic_reg') AS SELECT ...

Exam tip

Analysts who know SQL and data already in BigQuery: BigQuery ML.

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