BigQuery ML

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Google Cloud in-database ML for training and deploying models with SQL in BigQuery.

AI Data Analysis paid

About BigQuery ML

Google Cloud's in-database machine learning that lets you create and execute ML models using SQL in BigQuery. Train classification, regression, time series, and deep learning models directly on warehouse data without exporting.

Key Features

SQL-based ML
In-database training
Classification models
Time series forecasting
Deep learning support
Vertex AI integration

Pricing

paid

Pay-per-query pricing. ML model creation free for first 10GB/mo. On-demand at $6.25/TB queried.

Pros

+ No data movement
+ SQL-native ML
+ Google Cloud integration
+ Pay-per-query pricing

Cons

− BigQuery lock-in
− Limited model types vs Python
− Costs scale with data volume