Amazon Redshift compute connections in Amazon SageMaker Unified Studio

You can connect to Amazon Redshift Serverless workgroups and Amazon Redshift clusters in Amazon SageMaker Unified Studio.

Amazon Redshift Serverless workgroups are a collection of compute resources that you can use to run data warehousing queries and engineering notebooks without managing underlying infrastructure. These are especially useful in environments where query patterns are unpredictable or workloads fluctuate.

Amazon Redshift clusters are scalable compute environments that enable the processing and analysis of large datasets. They are optimized for running SQL-based queries on data warehouses, making them ideal for structured data analytics and reporting.