克服数据孤岛.pptx

1、Wayne EckersonPresidentEckerson Group,How to Create,Govern,and Manage Data Products,About Wayne Eckerson,Best in class thought leadership reports,articles,and webinars,Strategy and design work to create modern data programs and platforms.,Go-to-market services for software vendors.,Data Governance,D

2、ata Strategy,Modern Data Architecture,Self-Service Analytics,Data Literacy,DataOps,Data Science,Data Program Design,Consulting Areas,Eckerson Group Consulting,Consulting Clients,Data Products are Hot!,They solve three main problems plaguing data users:,Users cant find the dataUsers cant access the d

3、ata Users dont trust the dataUsers cant share the data,WHAT IS A DATA PRODUCT?,Dataset,Dashboard,SQL query,Code,ML model,Data components,Analytic components,YES!,Target Audience,Dashboard,Code,Definition,Key Characteristics,Targeted to an audience Designed for reuse Designed for broad sharing Packag

4、ed with rich metadata Contains a real or implied“contract”Systematically governed Managed by a product team Continuously funded Continuously improved Published in a data marketplace,Lets Be Clear!,What a Data Product is Not,A one-off project Built by a solo developerFor an individual And one-time us

5、e Without much oversightOr data governance.,The State of Data Products,From Wayne Eckerson,“Data Products Revolution,”Eckerson Group,2024.),Drivers of Data Products,From Wayne Eckerson,“Data Products Revolution,”Eckerson Group,2024.),Challenges Implementing Data Products,From Wayne Eckerson,“Data Pr

6、oducts Revolution,”Eckerson Group,2024.),The Role of a Data Marketplace,Data Market,A data marketplace unlocks the true value of data products,All large organizations will have a data marketplace in 3-5 years.,Automates frictionless data sharing,And Offers Rich Additional Value,Data Product Platform