Data Management
Data-Driven organizations are Intentional about their data.
Be Intentional
Data management is you being Intentional about how your organization handles its data. All truly data-driven organizations manage data as a valuable organizational asset. I am passionate about Data Quality and organizations don't get High Quality Data by accident. They follow a structured data management process.
Process
The Data Management Process is a structured processes with 3 distinct yet highly related areas.
Data Strategy
The Strategic planning step in the process. It is a business and leadership function and enables good data engineering.
- Governance & Privacy
- Quality Standards
- Metadata
- Master Data
Data Engineering
Data engineering is built upon the data strategy and develops robust data systems to power data products.
- Data Modeling & Database Design
- Data Pipelines & ETL
- Data Warehouse
- Data Processing & Analysis
Data Products
Data Products are the result of good data strategy and engineering and are easy to use and consumed by the end user.
- GIS & Geospatial Analytics
- Analytics
- Data Apps
- Web Development