1、2024 Databricks Inc.All rights reservedBuilding an Building an open lakehouse open lakehouse with Delta Lake with Delta Lake UniFormUniFormJonathan BritoJune 13,20242024 Databricks Inc.All rights reservedTransformSourcesBI&ReportingTableauMySQLSystem LogsSalesforceS3 BucketStorageServingClosed archi
2、tectureSeparate stacks for data science and data warehousing2024 Databricks Inc.All rights reservedMachine LearningTransformSourcesModel ServingFeature EngineeringBI&ReportingTableauMySQLSystem LogsSalesforceS3 BucketNotebooksStorageServingClosed architectureSeparate stacks for data science and data
3、 warehousing2024 Databricks Inc.All rights reservedMachine LearningTransformSourcesModel ServingFeature EngineeringBI&ReportingTableauMySQLSystem LogsSalesforceAnalyticsS3 BucketNotebooksStorageServingClosed architectureSeparate stacks for data science and data warehousing2024 Databricks Inc.All rig
4、hts reservedMachine LearningTransformSourcesModel ServingFeature EngineeringBI&ReportingTableauMySQLSystem LogsSalesforceAnalyticsS3 BucketNotebooksStorageServingETL run in data warehouse in a proprietary format Closed architectureSeparate stacks for data science and data warehousing2024 Databricks
5、Inc.All rights reservedMachine LearningTransformSourcesModel ServingFeature EngineeringBI&ReportingTableauMySQLSystem LogsSalesforceAnalyticsS3 BucketNotebooksStorageServingData copied back to S3 for ML use casesETL run in data warehouse in a proprietary format Closed architectureSeparate stacks for
6、 data science and data warehousing2024 Databricks Inc.All rights reservedMachine LearningTransformSourcesModel ServingFeature EngineeringBI&ReportingTableauMySQLSystem LogsSalesforceAnalyticsS3 BucketNotebooksStorageServingData copied back to S3 for ML use casesETL run in data warehouse in a proprie