Amazon Redshift ML

GPTKB entity

Statements (33)
Predicate Object
gptkbp:instanceOf gptkb:cloud_service
gptkbp:allows SQL-based ML model creation
gptkbp:announced 2020
gptkbp:developedBy gptkb:Amazon_Web_Services
gptkbp:documentation https://docs.aws.amazon.com/redshift/latest/dg/redshift-ml.html
gptkbp:enables machine learning model deployment
machine learning model training
machine learning model creation
gptkbp:feature predictive analytics
model explainability
automatic model tuning
integration with Amazon S3
SQL interface for ML
in-database predictions
integration with Amazon CloudWatch
integration with Amazon SageMaker Autopilot
no data movement required
scalable ML training
support for SQL CREATE MODEL statement
integration with AWS Identity and Access Management
https://www.w3.org/2000/01/rdf-schema#label Amazon Redshift ML
gptkbp:integratesWith gptkb:Amazon_Redshift_SQL
gptkbp:partOf gptkb:Amazon_Redshift
gptkbp:regionAvailability multiple AWS regions
gptkbp:supports custom models
classification models
regression models
gptkbp:targetUser data analysts
data scientists
business intelligence professionals
gptkbp:uses gptkb:Amazon_SageMaker
gptkbp:bfsParent gptkb:Amazon_Redshift
gptkbp:bfsLayer 5