Building ML models with BQML
BQML supports model training for several different use cases. The key model categories that are currently supported are supervised learning models, unsupervised learning models, time series models, imported models, and remote models.
The following table showcases some of the key ML model types that are supported within BigQuery:
|
Model Type |
Model Types |
Manually Defined Feature Preprocessing |
Hyperparameter Tuning in BQML |
|
Supervised |
Linear and logistic regression |
Supported |
Supported |
|
Supervised |
Deep neural networks |
Supported |
Supported |
|
Supervised |
Wide-and-deep |
... |
