Traditional Architectures: Data Lakes and Data WarehousesData Warehouse FundamentalsData Lake FundamentalsModern Data PlatformsFinding Answers in the CloudStandalone ApproachCombined ApproachExpectations of Modern Data PlatformsComparison: Data Warehouse, Data Lake, LakehouseCapabilities and LimitationsImplementation ActivitiesAdministration and ManagementBusiness OutcomesLakehouse Architecture: The Default Choice for Future Data Platforms?Key TakeawaysReferences