Natura 处理 Databricks 上的敏感数据.pdf

1、Dealing With Sensitive Data on Databricks at NaturaDaniel Goldszmit$3,3 BiNet Revenue 3,3 miBeauty Consultants2007Carbon NeutralNatura and Avon are B Corp certified dedicated to Well-being and being well with sustainability at their core,creating a positive impact through their cosmetics and ecosyst

2、ems#somosnaturaHub Spoke Federated Operational ModelLeveraging Governance and Agility to the Business UnitsBUBUBUSpokeD&AHubSpokeSpokeSpokeData AnalyticsCitizen Data ScienceData VizData StewardData OwnerData EngineerData ArchitectureData GovernanceData Culture PromotionAdvanced AnalyticsMachine Lear

3、ning EngineerHub CapabilitiesSpoke CapabilitiesData democratization across the company with autonomy,scalability,and governanceHUB&SpokeCulture&GovernanceUpskillingStandards and ReferencesTechnology and ToolsInnovationDemocratizationAutonomyEmpowermentBusiness IntelligenceData-driven mindset Busines

4、sDomainsPrecision MktBankingSupply ChainSalesInnovationTrends(Brand,new business)Customer ServicesPlanningReference:https:/ AnalyticsHR Department Has theConcern About Sensitive InformationHow to protect sensitive data and leverage administrative users managing the environment and not be able to rea

5、d sensitive information?Who are the Databricks Administrators?Types of Databricks Administrators1.Account Console Admin1.Unity Catalog Admin1.Workspaces AdminReference:https:/ Console AdminManaged User and GroupsCredentialsAWS RolesNetworkUnity Catalog Metastore AdminUsers/GroupsService PrincipalsRe

6、ference:https:/ Catalog AdminManaged Permissions on Unity Catalog Objects:3.Workspace AdminManaged Permissions on Workspace ResourcesClusters,SQL Warehouse,Secret Scope:secret scopePeople Analytics GroupHas permission to retrieve Secret Scope Keys used to encrypt and decrypt,sensitive informationGet