使用 SageMaker Catalog 将 Amazon S3 中的非结构化数据转换为可用于 AI 的资产.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A N T 3 3 9Transform unstructured data in Amazon S3 into AI-ready assets with SageMaker CatalogAvinash Reddy ErupakaPrincipal Engineering Lead,BayerShiv NarayananPro

2、duct Manager,AWSNavneet SrivastavaLeader,Data and Analytics HCLS,AWS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaData readiness for AIData Modalities and challengesUnified Governance for unstructured data and generating insightsReal world use case:Bayer enterprise Pharma

3、 platform 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AGENTIC AIAI APPLICATIONSDATA FOUNDATIONKeys to success 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AGENTIC AIAI APPLICATIONSDATA FOUNDATIONData is your differentiator 2025,Amazon Web Services,Inc.or

4、its affiliates.All rights reserved.The GenAI Paradigm ShiftMulti AgentCollaboration(Mesh)AgentsRAGTraditional AI/MLFoundation ModelsEnterprise Knowledge 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.YOUR EXISTING DATANEW DATA YOU CREATETHIRD PARTY DATAAI is only as smart as your

5、 data 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Multimodal Data ScienceMulti-typeMulti-omicsGenomeMicrobiomeRadiology ImagingEpigenomeProteomeTranscriptomeDevices&instrumentsMetabolomeSocial&Geographic dataPatientClinical Notes/AudioDigital PathologyElectronic Health Records

6、ClaimsVaccinations 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Why data readiness for agentic AIA I A G E N T S E X H I B I T F U N D A M E N T A L L Y D I F F E R E N T B E H A V I O R P A T T E R N S T H A T C H A L L E N G E T R A D I T I O N A L D A T A P L A T F O R M A S