BigQuery ML

BigQuery ML lets you create and execute machine learning models in BigQuery using standard SQL queries. BigQuery ML democratizes machine learning by letting SQL practitioners build models using existing SQL tools and skills. BigQuery ML increases development speed by eliminating the need to move data.

Why is this technology in trial?

BigQueryML is a very powerful one-stop shop for building ML models with familiar SQL syntax close to the data. Infrastructure can be managed with terraform, and SQL code via dbt. This makes the training and serving of models part of an understandable data transformation pipeline.