利用统一分析技术革新公共部门数据治理.pdf

1、W P S 3 0 8Revolutionize public sector data governance with unified analyticsAlejandra Catalina AbrusciSenior Solutions ArchitectUK Public SectorJoel FarvaultPrincipal Specialist Solutions ArchitectAnalytics 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaWhy data governance

2、?How Amazon SageMaker data and AI governance can be an enabler for organization?Lets build!2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Why data governance?“The European data strategy aims to make the EU a leader in a data-driven society.Creating a single market for data will a

3、llow it to flow freely within the EU and across sectors for the benefit of businesses,researchers and public administrations.”EU Data Strategy“If the Federal Government does not maintain its role as a preeminent supplier and sophisticated and ethical user of data,it will no longer be able to fulfil

4、its civic duty to the public.”US Federal Data Strategy Data governanceAnalytics&ML governanceData profiling Data lineage Data catalogData securityData complianceData lifestyleData quality managementData integrationMaster data managementCURATEUNDERSTANDINGPROTECT 2025,Amazon Web Services,Inc.or its a

5、ffiliates.All rights reserved.Challenges in an evolving landscapeStructuredSemi-structuredUnstructuredStreamingLogsCloudSaaSOn-premisesThird-partyDevicesSensorsWebDATA SPRAWLHIGH SKILL-SET REQUIRED Software DevelopersData EngineersData ScientistsSecurity EngineersCloud/Infrastructure EngineersData A

6、nalystsCOMPLEX TOOL-SETSiloed Governance modelsDifferent Access ControlsDiverse featuresDifferent query enginesDifferent interfacesDifferent OTF standardsPlanning/forecastingCompetitionAlways-onComplianceAcquisitionsCollaborationPredictiveCustomer 360GrowthGeographical scaleData GovernanceTime-to-ma