Using Vertex AI For Rapid Model Prototyping And Deployment - aster.cloud

We'll leave the actual model creation and optimization processes to the experts: BigQuery ML and AutoML Tables. Even better, we'll train two different models and select the one that performs better with our dataset. Before we dive into the pipeline, let's take a quick look at the tools we'll rely on for model development: BigQuery ML (BQML) lets you create and execute machine learning models in BigQuery using standard SQL queries while leveraging BigQuery's petabyte scale. BigQuery ML democratizes machine learning by letting SQL practitioners build models using existing SQL tools and skills. AutoML Tables is even more hands-off.