数据建模变得简单：非技术初学者指南.pdf

1、2024 Databricks Inc.All rights reservedJason ZipproJason ZipproJune x 2024June x 20241Data Modeling Made Simple:Data Modeling Made Simple:A NonA Non-Technical Beginners Technical Beginners GuideGuide2024 Databricks Inc.All rights reservedFramework Data GroupSr.Product ManagerData Storage&Query Layer

2、 for all of HubSpots CRM DataData modeling support for internal teamsFull-Stack BI SoftwareHead of Product&UXWork with customers to build a single-source of truth for their business dataJason ZipproJason Zippro22024 Databricks Inc.All rights reserved3Copy of this Copy of this DeckDeck2024 Databricks

3、 Inc.All rights reservedAgendaAgenda4 Introduction The Data Model Components Additional Considerations Wrap Up2024 Databricks Inc.All rights reserved5Translate yourBusiness ModelBusiness ModelInto an actionableData ModelData Model2024 Databricks Inc.All rights reservedIdentifies&Describes at a high-

4、level the Entities&Relationships that a business uses in day-to-day operations More fully defines the Entities&Relationships of the business by adding details such as Actions and Attributes and structure to the conceptual modelThis is the actual implementation of the Data Model into the data platfor

5、m(s)of choice of the businessConceptualConceptualLogicalLogicalPhysicalPhysical6Type of Data ModelsType of Data ModelsOur focus is a blend of Conceptual+LogicalOur focus is a blend of Conceptual+Logical2024 Databricks Inc.All rights reservedFor YouFor You7Quickest way to make you the most knowledgea

6、ble person about the business and how it works More Valuable ContributionsWhat are the Benefits of doing What are the Benefits of doing this?this?2024 Databricks Inc.All rights reserved Better allocation of resources Lowers risks and predicts problems before they arise Increases efficiency by streng