创建数据和 GenAI 生态系统：迁移到 Databricks.pdf

1、2024 Databricks Inc.All rights reserved1Gerdaus D&A JourneyGerdaus D&A JourneyCreating a Data and Creating a Data and GenAIGenAI Ecosystem|Ecosystem|Migrating from AWS Migrating from AWS to Databricksto DatabricksRodrigo Silveira&Felipe Alcantara MontaniniRodrigo Silveira&Felipe Alcantara Montanini2

2、8/05/202428/05/20242024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reserved2AGENDAAGENDA2 2AGENDA FOR TODAYAGENDA FOR TODAYGerdausGerdaus Data&AI JourneyData&AI JourneyFromFrom 2018 2018 untiluntil nownowThe Data Lake 3.0The Data Lake 3.0Vision,Vision,architecturearchitecture a

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4、abricks Inc.All rights reservedFelipe Alcantara MontaniniFelipe Alcantara MontaniniHead of Data Management,Eng.&A SilveiraRodrigo SilveiraChief Data&AI O Databricks Inc.All rights reserved5GERDAUS D&A JOURNEYGERDAUS D&A JOURNEYFROM 2018 UP UNTIL NOWFROM 2018 UP UNTIL NOW2018:2018:VersionVersion 1.01

5、.0Data Lake:The Data Lake:The beginningbeginning2020/21:2020/21:VersionVersion 2.02.0SelfSelf-Service D&AService D&AD&A Hub(2021)D&A Hub(2021)2023/24:Version 3.02019:2019:VersionVersion 1.51.5ReferenceReference Arch.&Arch.&Data Data FoundFound.2022/2023:2022/2023:VersionVersion 2.52.5Streaming,RealS

6、treaming,Real-time,time,AutoMLAutoML and MLOPSand MLOPSBusiness Data Office(BDO)Business Data Office(BDO)D&A 3 6 0 d e g r e e s.Data.Data DrivenDrivenCultureCulture.Tech.Tech andandCapabilitiesCapabilitiesInnovationInnovation+BusinessBusiness.Operacional.OperacionalModelModel62024 Databricks Inc.Al