The core of the next-generation SageMaker is Lakehouse, an interoperable data foundation that simplifies management for customers by combining data from various sources including S3 and Redshift.
SageMaker Unified Studio integrates model development, data, analytics, and generative AI applications, while SageMaker AI focuses specifically on building and training machine learning models.
By supporting streaming data from Amazon Kinesis and integration with tools like Amazon Quicksight and OpenSearch, Unified Studio enhances the capabilities for real-time data analysis and insights.
With Lakehouse, customers can conduct analytics and machine learning on the same data set seamlessly, allowing for deeper insights and more efficient workflows across multiple platforms.
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