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