构建未来：Amazon SageMaker 作为数据和人工智能平台.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.ANT351Brian RossHead of EngineeringSageMaker Unified StudioSaurabh BhutyaniPrincipal Solutions Arc

2、hitectAWS AnalyticsJustin McDowellDirector of Data Platform&Data EngineeringCarrier Architecting the future:Amazon SageMaker as a data and AI platform 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaThe next generation of Amazon SageMakerArchitecting with SageMaker Demo Cust

3、omer Success Story Carrier Global 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AI is ready to transform,but scaling is hardSource:Scaling Generative AI for Value:Data Leader Agenda for 2025McKinsey,The state of AI:March 202578%are investing heavily in AI 2025,Amazon Web Service

4、s,Inc.or its affiliates.All rights reserved.AI is ready to transform,but scaling is hardSource:Scaling Generative AI for Value:Data Leader Agenda for 2025McKinsey,The state of AI:March 202578%are investing heavily in AI77%are seeing no meaningful impact 2025,Amazon Web Services,Inc.or its affiliates

5、.All rights reserved.Whats holding companies backOptimizing current investments for higher valueIntegrating data,analytics,andAI at scaleEstablishing end to end governance 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Data ProducersData ConsumersData Governors 2025,Amazon Web Se

6、rvices,Inc.or its affiliates.All rights reserved.C H A L L E N G E S F O RData ingestion is a labor intensive taskScaling ETL is difficultHow can I create and maintain business metadata?How do I productionalize my pipelines?Data Producers 2025,Amazon Web Services,Inc.or its affiliates.All rights res