Google BigQuery ML

Machine learning capabilities integrated directly into BigQuery for training and deploying models using SQL. BigQuery ML supports regression, classification, time series forecasting, clustering, and recommendation models. No separate ML infrastructure needed. Uses BigQuery tables directly. Automatic hyperparameter tuning. Model evaluation and prediction built in. Integrates with Vertex AI for advanced use cases. BQML also offers neural networks and linear regression. Pay per query. Best for analysts wanting to build ML models without Python or machine learning expertise.

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