Redshift ML

GPTKB entity

Statements (28)
Predicate Object
gptkbp:instanceOf gptkb:cloud_service
gptkbp:accessibleBy CREATE MODEL SQL command
PREDICT SQL function
gptkbp:allows SQL-based ML model creation
gptkbp:announced 2020
gptkbp:developedBy gptkb:Amazon
gptkbp:enables machine learning model deployment
machine learning model training
in-database predictions
machine learning model creation
https://www.w3.org/2000/01/rdf-schema#label Redshift ML
gptkbp:integratesWith gptkb:Amazon_Redshift_SQL
gptkbp:partOf gptkb:Amazon_Redshift
gptkbp:regionAvailability gptkb:AWS_regions
gptkbp:requires IAM permissions
gptkbp:storesModelsIn gptkb:Redshift_cluster
gptkbp:supports data preprocessing
feature engineering
hyperparameter tuning
model explainability
custom models
classification models
regression models
gptkbp:uses gptkb:Amazon_SageMaker
gptkb:SageMaker_Autopilot
SageMaker built-in algorithms
gptkbp:bfsParent gptkb:Amazon_Redshift_Clusters
gptkbp:bfsLayer 7