Mapping of the Data Management


Data Management is made up fo a complex landscape of interrelated disciplines. In this blog I’m showing the hierarchy of some of those disciplines:

• Data Collection

  • Internal

  • Eternal

  • IoT

  • Automated & Machine Generated Data Management

  • Data Cleanup & Quality

  • Cross Sources

  • Throughout Time

  • Algorithmic

  • Rule Based

  • ML

  • Human Intelligence

  • Data Curation

  • Data Integration & Augmentation

  • Data Cataloging & Categories

  • Business Term Glossary

  • Data Profiling

  • Physical Data Modeling

  • Data Context / Metadata Management

  • Conceptual & Logical Data Modeling

  • Linage

  • Data Linage

  • Business Linage

  • Rules

  • Business Rules

  • Data Rules

  • Data Discovery

  • BI Reporting

  • Batch

  • On Demand

  • Dashboards

  • Investigating Reporting

  • Self Service Discovery

  • Data Scientist

  • Advanced Analytics

  • Predictive

  • Ruled Based

  • ML

  • Prescriptive

  • AI

  • Deep Learning

  • Knowledge Sharing

  • Business Term Glossary & Data Catalog

  • Reporting & Usage Catalog

  • Semantic Data Universes

  • Centralized Data Hub

  • Data Lake

  • EDW

  • Retiring & Archiving Data

  • Ruled Based

  • Time Based

#DataManagement

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