Statements (51)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
machine learning platform
|
| gptkbp:accessibleBy |
gptkb:Google_Cloud_Console
gptkb:BigQuery_API bq command-line tool |
| gptkbp:allows |
model evaluation in-database
model prediction in-database model training in-database |
| gptkbp:category |
gptkb:artificial_intelligence
gptkb:machine_learning cloud computing data analytics |
| gptkbp:cloudBased |
gptkb:Google_Cloud
|
| gptkbp:developedBy |
gptkb:Google
|
| gptkbp:documentation |
https://cloud.google.com/bigquery-ml/docs
|
| gptkbp:enables |
machine learning in SQL
|
| gptkbp:hasFeature |
cross-validation
data preprocessing feature engineering hyperparameter tuning model monitoring model explainability batch prediction model export online prediction ML pipelines |
| https://www.w3.org/2000/01/rdf-schema#label |
Google BigQuery ML
|
| gptkbp:integratesWith |
gptkb:Google_Cloud_Platform
gptkb:Google_Sheets gptkb:Vertex_AI |
| gptkbp:launched |
2018
|
| gptkbp:license |
proprietary
|
| gptkbp:offersModelType |
gptkb:XGBoost
gptkb:AutoML_Tables k-means clustering linear regression logistic regression matrix factorization time series forecasting TensorFlow DNN |
| gptkbp:partOf |
gptkb:Google_BigQuery
|
| gptkbp:requires |
Google BigQuery account
|
| gptkbp:supportsDataSource |
gptkb:Google_Cloud_Storage
external tables BigQuery tables |
| gptkbp:supportsLanguage |
SQL
|
| gptkbp:uses |
recommendation systems
predictive analytics forecasting customer segmentation |
| gptkbp:bfsParent |
gptkb:dbt-core
|
| gptkbp:bfsLayer |
8
|