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W3_Desmarets.pdf

上传人: 拾起 编号:1235379 2026-05-04 44页 4.39MB

1、May 7,2026W3:From Strategy to StructureAccelerating Business Impact Through Hands-on Data ModelingPascal DesmaretsPascal DesmaretsMarried,father of 2 boysBased in Brussels,BelgiumPassionate about data,technology,and excellencePublished authorAvid sailboat racer,preferably offshore,and cyclingFounder

2、&CEOCEO,HackoladeYOUR PHOTO GOES HERE2Workshop OverviewAGENDAPHASE 11ALIGN15 minStrategy Data Modeling RequirementsPHASE 22MODEL90 min incl breakHands-on:Build Data Models in Hackolade StudioPHASE 33CONNECT60 minMap Models to Architecture&Business ValueplusDiscuss AI-assistedData ModelingParticipant

3、s will use Hackolade Studio throughout bring your laptop and curiosity.Workshop overview and agendaCopyright 2016-2026 Hackolade31ALIGN:Strategy to Modeling RequirementsTranslate business goals into the vocabulary of data structures 30 minutes4Copyright 2016-2026 Hackolade5CONTEXTThis MorningBusines

4、s Strategy AlignmentData&Analytics CapabilitiesModern Data ArchitectureModern Data InfrastructureDATA MODELINGBRIDGEThis WorkshopTranslate strategy into data structuresModel entities,attributes&relationshipsApply governance&data quality rulesDevOps CI/CD integrationForward-&reverse-engineerGreat str

5、ategy without great data models is just good intentions.Bridging from this mornings workshopShared understanding of semanticsCopyright 2016-2026 Hackolade6FOUNDATION Value CreationData modeling transforms raw data into a structured,strategic asset that drives better decisions,fuels innovation,and un

6、locks new revenue streams.Efficiency GainsData modeling streamlines operations by optimizing resources,reducing costs,and accelerating time-to-market through better data quality,integration,and automation.Risk ReductionData modeling reduces risk by enforcing governance,auditability,and data consiste

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1. **核心目标**:通过数据建模将业务战略转化为可执行的数据结构,加速业务影响(如提升营销ROI 15%)。 2. **三阶段流程**: - **对齐**(15分钟):将业务目标转化为数据需求。 - **建模**(90分钟):使用Hackolade Studio构建实体、关系及治理规则,支持多目标数据库(如Snowflake)。 - **连接**(60分钟):映射数据模型至现代架构,实现数据治理与业务价值。 3. **关键工具**:Hackolade Studio支持多源建模(SQL/NoSQL/JSON)、DevOps集成及AI辅助生成DBML模型。 4. **AI作用**:GenAI加速模型构建,但需人工验证语义准确性(如实体关系、数据质量规则),模型仍是业务沟通的核心载体。 5. **价值**:数据建模提升决策效率、降低风险,并推动数据驱动文化转型。
**数据建模价值?** **AI如何建模?** **模型如何落地?**
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