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Enhanced Athena Query Efficiency
- Amazon Athena optimizes data querying by pushing more operations to the original data source, reducing processing time and costs.\n- This reduces the need for ETL processes, enabling more efficient federated queries across 30 different data sources.
Maintain and Scale RDS PostgreSQL
- Regularly update and patch your Amazon RDS for PostgreSQL instances to maintain performance and security.\n- Use new capabilities like up to 15 read replicas to increase read scalability and availability.
Advances in SageMaker ML Capabilities
- Amazon SageMaker now supports fine-tuning foundation models with domain adaptation to improve performance in specific fields.\n- SageMaker also enables geo-spatial ML capabilities to simplify processing and analyzing location-based data.