使用 UNITY CATALOG 实现医疗保健数据智能：普罗维登斯的旅程.pdf

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1、2024 Databricks Inc.All rights reservedAnna Erickson,Satish Marripelli,Janet Vickers,Lawrence YappAnna Erickson,Satish Marripelli,Janet Vickers,Lawrence Yapp1Healthcare Data with Healthcare Data with Unity Catalog:Unity Catalog:Providences JourneyProvidences JourneyProvidence St Joseph Health2$1.9bC

2、OMMUNITYBENEFIT950CLINICS28mTOTALPATENT VISIT1780+PUBLICRESEARCH STUDIES1HEALTHPLAN17SUPPORTIVEHOUSING FACILITIESHIGH SCHOOLNURSING SCHOOLS&UNIVERSITYIES950CLINICS2.1mCOVEREDLIVES52HOSPITALS950CLINICS122KCAREGIVERS38KNURSES34KPHYSICIANS$2.1BCOMMUNITYBENEFIT51HOSPITALS1000CLINICS29MTOTALPATIENT VISIT

3、S2.6MCOVEREDLIVES1700+PUBLIC RESEARCHSTUDIES1HEALTHPLAN18SUPPORTIVEHOUSINGFACILITIESHIGH SCHOOLNURSING SCHOOLS&UNIVERSITIES178PARTNER SITES87COMMUNITY CONNECT PARTNERS2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reserved131 unique workspaces across 10 subscriptionsNo visibil

4、ity into cost and usageExperimentation with no governance,no cluster policiesDuplicate data as each workspace had its own source dataOpportunities for optimizationOpportunities for tighter collaboration across teams3Our Problem Our Problem The WThe Wi ild Westld West2024 Databricks Inc.All rights re

5、served2024 Databricks Inc.All rights reservedWe are a cross functional group spanning multiple IS teams.Healthcare IntelligenceCloud InfrastructureCyber SecurityNetworking&FirewallAnd Databricks!4The TeamThe Team2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reservedWe prepped

6、 and planned for multiple in-person sessions that lasted a week each timeFocus was on collaboration and achieving a specific set of deliverablesBecause we were in one room,we could quickly clear barriers“Let the architects,architect”5Onsite SessionsOnsite Sessions2024 Databricks Inc.All rights reser